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Paper Citation Record · LEDGER

PennyLane: Automatic differentiation of hybrid quantum-classical computations

As of 5 August 2026, this Paper Citation Record lists 82 of 82 outbound references and 100 inbound Pith citation observations for arXiv:1811.04968.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
1811.04968 v4

Coverage vector

measured 82 of 82 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T15:14:44.070015Z

measured 182 of 182 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 100 of 231 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T15:51:29.670648Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

82 of 82 outbound references displayed

  • verified exact26
  • verified fuzzy45
  • unresolved5
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch6

External citation measurements

233
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 9e28c653-658c-455d-ba14-11ea210a46a7 · outbound

This paper cites an unresolved cited work.

PennyLane: Automatic differentiation of hybrid quantum-classical computations Unresolved cited work

Reference 1

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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Observation 3eb5beb8-c1e8-457a-8f94-8a11021f3e02 · outbound

This paper cites Each gate is either a fixed operation, or it can depend on some of the inputs x or the variables θ.

PennyLane: Automatic differentiation of hybrid quantum-classical computations Each gate is either a fixed operation, or it can depend on some of the inputs x or the variables θ

Reference 2

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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Observation 58b8196b-cdb1-4c5c-ab7b-82cea98c448b · outbound

This paper cites real data.

PennyLane: Automatic differentiation of hybrid quantum-classical computations real data

Reference 3

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Observation 204742f9-94e1-4b90-accb-dba89182e3fb · outbound

This paper cites For example, this allows for simulators that support the classical efficient ’adjoint’ method of differentiation [46].

PennyLane: Automatic differentiation of hybrid quantum-classical computations For example, this allows for simulators that support the classical efficient ’adjoint’ method of differentiation [46]

Reference 4

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Source-reported events for the cited work

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Observation 5675f57e-19a6-41c5-8ff6-d033599247f9 · outbound

This paper cites an unresolved cited work.

PennyLane: Automatic differentiation of hybrid quantum-classical computations Unresolved cited work

Reference 5

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Source-reported events for the cited work

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Observation ea0ab56d-8b65-42e7-bdc2-8e5a3aa98a44 · outbound

This paper cites If exe- cuting on hardware devices, or with simulators where shots!=None, a parameter-shift gradient transform is the next best choice.

PennyLane: Automatic differentiation of hybrid quantum-classical computations If exe- cuting on hardware devices, or with simulators where shots!=None, a parameter-shift gradient transform is the next best choice

Reference 6

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Observation 94aa6f49-5349-4853-8f3d-60e50fd779ee · outbound

This paper cites Step {i}: cost: {cost}.

PennyLane: Automatic differentiation of hybrid quantum-classical computations Step {i}: cost: {cost}

Reference 7

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Observation fba92178-7af1-43f5-a1ac-85626c98fe56 · outbound

This paper cites Examples in- clude qml.draw() (for drawing quantum cir- cuits), qml.specs() (resource information), and qml.matrix() (extract the matrix representation of the circuit unitary).

PennyLane: Automatic differentiation of hybrid quantum-classical computations Examples in- clude qml.draw() (for drawing quantum cir- cuits), qml.specs() (resource information), and qml.matrix() (extract the matrix representation of the circuit unitary)

Reference 8

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Observation 647474fc-09a6-4c7f-9b98-fef2c1dc9fa4 · outbound

This paper cites default.qubit.

PennyLane: Automatic differentiation of hybrid quantum-classical computations default.qubit

Reference 9

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Observation c378de8a-ad66-4ccc-8a46-abf1d3026509 · outbound

This paper cites A variational eigenvalue solver on a pho- tonic quantum processor.

PennyLane: Automatic differentiation of hybrid quantum-classical computations A variational eigenvalue solver on a pho- tonic quantum processor

Reference 10

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Observation 4abce0a0-987f-4d9a-bd28-732572fe7a2a · outbound

This paper cites A Quantum Approximate Optimization Algorithm.

PennyLane: Automatic differentiation of hybrid quantum-classical computations A Quantum Approximate Optimization Algorithm

Reference 11

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Observation dd40a6a8-cfc0-45fc-9f37-12abbba4664a · outbound

This paper cites Variational Quantum Factoring.

PennyLane: Automatic differentiation of hybrid quantum-classical computations Variational Quantum Factoring

Reference 12

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Observation e13d764d-8267-4865-a302-b1e7920cfb07 · outbound

This paper cites Variational Quantum State Diagonalization.

PennyLane: Automatic differentiation of hybrid quantum-classical computations Variational Quantum State Diagonalization

Reference 13

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Observation ec2668a0-9055-4de7-a656-525a81007818 · outbound

This paper cites Quantum autoencoders for efficient compression of quantum data.

PennyLane: Automatic differentiation of hybrid quantum-classical computations Quantum autoencoders for efficient compression of quantum data

Reference 14

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Observation 0ca108af-e753-4b91-b4d9-504060609d34 · outbound

This paper cites QVECTOR: an algorithm for device-tailored quantum error correction.

PennyLane: Automatic differentiation of hybrid quantum-classical computations QVECTOR: an algorithm for device-tailored quantum error correction

Reference 15

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arxiv_id, observed 2026-05-10T15:14:44.123875Z

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Observation 57f086e3-99ec-4be0-abae-d9f85dc44c7e · outbound

This paper cites A quantum algorithm to train neural networks using low-depth circuits.

PennyLane: Automatic differentiation of hybrid quantum-classical computations A quantum algorithm to train neural networks using low-depth circuits

Reference 16

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Observation 94a98ae8-5ed1-4365-a79b-28cac2da06f4 · outbound

This paper cites Classification with Quantum Neural Networks on Near Term Processors.

PennyLane: Automatic differentiation of hybrid quantum-classical computations Classification with Quantum Neural Networks on Near Term Processors

Reference 17

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Observation e98b0e94-e3a4-483b-a2f8-267d3326fc1b · outbound

This paper cites Quantum machine learning in feature Hilbert spaces.

PennyLane: Automatic differentiation of hybrid quantum-classical computations Quantum machine learning in feature Hilbert spaces

Reference 18

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Observation 55b8e024-81bf-446b-9e1a-4f693e44d276 · outbound

This paper cites Quantum Circuit Learning.

PennyLane: Automatic differentiation of hybrid quantum-classical computations Quantum Circuit Learning

Reference 19

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Observation a5059127-8b37-4eff-bf26-74cd60e41427 · outbound

This paper cites Circuit-centric quantum classifiers.

PennyLane: Automatic differentiation of hybrid quantum-classical computations Circuit-centric quantum classifiers

Reference 20

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Observation 06346d37-8462-4156-bfb8-0204910ce568 · outbound

This paper cites Hierarchical quantum classifiers.

PennyLane: Automatic differentiation of hybrid quantum-classical computations Hierarchical quantum classifiers

Reference 21

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Observation 3c70a99d-e300-4c68-93cd-4a63f4ff89b4 · outbound

This paper cites Differentiable Learning of Quantum Circuit Born Machine.

PennyLane: Automatic differentiation of hybrid quantum-classical computations Differentiable Learning of Quantum Circuit Born Machine

Reference 22

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Observation 9b87c419-5f68-4943-b19a-dddbb772d69e · outbound

This paper cites Quantum generative adversarial networks.

PennyLane: Automatic differentiation of hybrid quantum-classical computations Quantum generative adversarial networks

Reference 23

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Observation 0d080b8f-5c49-4c0b-b5f9-613bdf7ec3bb · outbound

This paper cites Supervised learning with quantum enhanced feature spaces.

PennyLane: Automatic differentiation of hybrid quantum-classical computations Supervised learning with quantum enhanced feature spaces

Reference 24

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Observation c49e83ec-37d2-40b7-9323-c90a783c7fe3 · outbound

This paper cites Universal discriminative quantum neural networks.

PennyLane: Automatic differentiation of hybrid quantum-classical computations Universal discriminative quantum neural networks

Reference 25

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Observation 74c5e08c-ee9d-4f18-bb0b-0c5e9f011095 · outbound

This paper cites Continuous-variable quantum neural networks.

PennyLane: Automatic differentiation of hybrid quantum-classical computations Continuous-variable quantum neural networks

Reference 26

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Observation 5a6fd7a4-8970-4f01-83d8-ea4d2542fe8b · outbound

This paper cites Quantum optical neural networks.

PennyLane: Automatic differentiation of hybrid quantum-classical computations Quantum optical neural networks

Reference 27

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Observation d6988f09-36d9-4420-ae4d-823ef92b2c3d · outbound

This paper cites LIQUi|>: A Software Design Architecture and Domain-Specific Language for Quantum Computing.

PennyLane: Automatic differentiation of hybrid quantum-classical computations LIQUi|>: A Software Design Architecture and Domain-Specific Language for Quantum Computing

Reference 28

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Observation 3045aa3d-7791-4ffc-9ef1-72afffe1b5f6 · outbound

This paper cites qHiPSTER: The Quantum High Performance Software Testing Environment.

PennyLane: Automatic differentiation of hybrid quantum-classical computations qHiPSTER: The Quantum High Performance Software Testing Environment

Reference 29

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Observation 8ffe572f-a7b9-46f0-89da-7dc2b2225a97 · outbound

This paper cites an unresolved cited work.

PennyLane: Automatic differentiation of hybrid quantum-classical computations Unresolved cited work

Reference 30

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Observation 8ff36178-8120-4e2b-90ec-2558d484ae93 · outbound

This paper cites Pro- jectQ: an open source software framework for quantum com- puting.

PennyLane: Automatic differentiation of hybrid quantum-classical computations Pro- jectQ: an open source software framework for quantum com- puting

Reference 31

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Observation 1a7ed05d-db6f-4242-9546-6e2bbd9aff93 · outbound

This paper cites Forest SDK.

PennyLane: Automatic differentiation of hybrid quantum-classical computations Forest SDK

Reference 32

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Observation f5762534-8e1a-4956-a5c2-d08c4c05f27f · outbound

This paper cites Quantum Development Kit.

PennyLane: Automatic differentiation of hybrid quantum-classical computations Quantum Development Kit

Reference 33

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Observation 024da35e-7d37-4695-b9e7-e09007beda13 · outbound

This paper cites Strawberry Fields: A Software Platform for Photonic Quantum Computing.

PennyLane: Automatic differentiation of hybrid quantum-classical computations Strawberry Fields: A Software Platform for Photonic Quantum Computing

Reference 34

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Observation 70ca88fe-1a82-4241-a724-9e1fd7a5d859 · outbound

This paper cites an unresolved cited work.

PennyLane: Automatic differentiation of hybrid quantum-classical computations Unresolved cited work

Reference 35

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Observation 1e346e57-f6f5-4384-b85e-729f430b7683 · outbound

This paper cites Quantum circuits with many photons on a programmable nanophotonic chip.

PennyLane: Automatic differentiation of hybrid quantum-classical computations Quantum circuits with many photons on a programmable nanophotonic chip

Reference 36

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No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T15:14:44.070015Z digest=sha256:d37b4211a54d732f0429d9f0a5e0a31a0161469391e8f1599660c973b499027f

Observation e23e3043-7a03-4585-90fb-f8fa41e10ef4 · outbound

This paper cites Amazon Braket.

PennyLane: Automatic differentiation of hybrid quantum-classical computations Amazon Braket

Reference 37

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source=pdf_text observed=2026-05-10T15:14:44.070015Z digest=sha256:6bd086af727b9abc6b8b1987268d65c2f1f13a6713738ef7df36686eb119c604

Observation 889844ab-68f8-4bc6-a15d-8f35ee5e1eef · outbound

This paper cites IBM Quantum Experience.

PennyLane: Automatic differentiation of hybrid quantum-classical computations IBM Quantum Experience

Reference 38

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T15:14:44.070015Z digest=sha256:954bddff9674eec94f94f22697360ce3eb11bc3733daf5b27715f0497557b056

Observation 882f4406-02a2-4145-a346-121063c33800 · outbound

This paper cites Quantum machine learning toolbox.

PennyLane: Automatic differentiation of hybrid quantum-classical computations Quantum machine learning toolbox

Reference 39

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No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T15:14:44.070015Z digest=sha256:e07dbe02e0cc431ad0751cf4ad4ff104882b4a9f993ac9b41afd2e29ad4a4cea

Observation 68dc1044-e0be-444a-a93c-083715a72b66 · outbound

This paper cites A framework for algorithm deployment on cloud-based quantum computers.

PennyLane: Automatic differentiation of hybrid quantum-classical computations A framework for algorithm deployment on cloud-based quantum computers

Reference 40

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arxiv_id, observed 2026-07-04T23:09:21.510218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T15:14:44.070015Z digest=sha256:f3763ff81f4f34bf1187abf0233f17a89f1e6841c79b72e320d82c4c0f40d05e

Observation d5b6bc55-fa0e-4ff6-84cd-77f2f9af28c6 · outbound

This paper cites TensorFlow Quantum: A Software Framework for Quantum Machine Learning.

PennyLane: Automatic differentiation of hybrid quantum-classical computations TensorFlow Quantum: A Software Framework for Quantum Machine Learning

Reference 41

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arxiv_id, observed 2026-05-10T15:14:44.187671Z

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No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T15:14:44.070015Z digest=sha256:b01fa249379757fcad39f8a721feb564cc8f5ab6b80aed1f65f4f3206488e926

Observation e317f8ac-3730-44c7-9b06-ca1c65d98612 · outbound

This paper cites Yao. jl: Extensible, efficient framework for quantum algorithm de- sign.

PennyLane: Automatic differentiation of hybrid quantum-classical computations Yao. jl: Extensible, efficient framework for quantum algorithm de- sign

Reference 42

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T15:14:44.070015Z digest=sha256:fed48b83113e655106193e316a2699e704e45410c722c1d26d7d4fcf5f0c19d2

Observation 87fcacb2-ad9f-4589-a7b8-cc921d7c8f5a · outbound

This paper cites Autograd: Effortless gradients in numpy.

PennyLane: Automatic differentiation of hybrid quantum-classical computations Autograd: Effortless gradients in numpy

Reference 43

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source=pdf_text observed=2026-05-10T15:14:44.070015Z digest=sha256:3a567b58f15e92ed2050430d1df34ea8700b47eb49d9e9b1410a8f33fdf8062e

Observation 93eca568-468a-469a-ad7c-a9c4872599d7 · outbound

This paper cites Tensor- Flow: a system for large-scale machine learning.

PennyLane: Automatic differentiation of hybrid quantum-classical computations Tensor- Flow: a system for large-scale machine learning

Reference 44

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No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T15:14:44.070015Z digest=sha256:7062d0969d1a26013e0fa78a49cdb63e1a6df94dc8c61a8f9ee7fa0f7c8175cf

Observation 985642d0-3397-4b03-99aa-160f705b84b1 · outbound

This paper cites Automatic dif- ferentiation in PyTorch.

PennyLane: Automatic differentiation of hybrid quantum-classical computations Automatic dif- ferentiation in PyTorch

Reference 45

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No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T15:14:44.070015Z digest=sha256:bf9d41cae0c0e55c4489b9229fbe36f2ffe408b0f47610f9c8012668776ef9a2

Observation 04333aea-d2d8-40f4-af8d-c4666940479b · outbound

This paper cites JAX: composable transformations of Python+NumPy programs.

PennyLane: Automatic differentiation of hybrid quantum-classical computations JAX: composable transformations of Python+NumPy programs

Reference 46

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source=pdf_text observed=2026-05-10T15:14:44.070015Z digest=sha256:b3d251398edde56a51e981b80ac82489616fcb55075f5e95d8c328a6b5abde10

Observation 0c6d313a-60d3-4cc7-a0e5-f2da4cb36d32 · outbound

This paper cites Quantum generative adversarial learning.

PennyLane: Automatic differentiation of hybrid quantum-classical computations Quantum generative adversarial learning

Reference 47

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Source-reported events for the cited work

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source=pdf_text observed=2026-05-10T15:14:44.070015Z digest=sha256:abf8e2586a73561bef14d03ecb643849aea50211ae4506cfe7cf1d321d4ed03c

Observation 4504fee0-44ef-4bf3-a2cb-2446cc530158 · outbound

This paper cites Quantum computing with differentiable quantum transforms.

PennyLane: Automatic differentiation of hybrid quantum-classical computations Quantum computing with differentiable quantum transforms

Reference 48

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arxiv_id, observed 2026-05-10T15:14:44.215440Z

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source=pdf_text observed=2026-05-10T15:14:44.070015Z digest=sha256:04e71b0e6e6e312e824949de60f9739140577453b1f6ba1f2f2f2df9362eac91

Observation 3af963c4-5847-471c-9a9b-232734bfe562 · outbound

This paper cites thesis, Harvard University , Graduate School of Arts & Sciences (2016).

PennyLane: Automatic differentiation of hybrid quantum-classical computations thesis, Harvard University , Graduate School of Arts & Sciences (2016)

Reference 49

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source=pdf_text observed=2026-05-10T15:14:44.070015Z digest=sha256:0337fc15421bbae2ca333584146ed106a1df3ad4dd32c347893fc47370a01343

Observation 725ca7b2-c769-4d0e-b50e-dbb71cba5625 · outbound

This paper cites Automatic differen- tiation in machine learning: a survey.

PennyLane: Automatic differentiation of hybrid quantum-classical computations Automatic differen- tiation in machine learning: a survey

Reference 50

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source=pdf_text observed=2026-05-10T15:14:44.070015Z digest=sha256:da722d203cb193458e44b2666b3114f7cabb4a5c693a0a644876cf3a9f83a0ba

Observation 51690f86-76e1-4e67-81fe-06ac9ff9f82c · outbound

This paper cites The theory of variational hybrid quantum-classical algorithms.

PennyLane: Automatic differentiation of hybrid quantum-classical computations The theory of variational hybrid quantum-classical algorithms

Reference 51

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source=pdf_text observed=2026-05-10T15:14:44.070015Z digest=sha256:baf36fc8740cf16365f34150ee887ba93caa250702e622695fa9957dcc280b30

Observation 1446d470-61f7-487f-8295-f76abb47cfd3 · outbound

This paper cites The Expressive Power of Parameterized Quantum Circuits.

PennyLane: Automatic differentiation of hybrid quantum-classical computations The Expressive Power of Parameterized Quantum Circuits

Reference 52

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arxiv_id, observed 2026-05-10T15:14:44.105759Z

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source=pdf_text observed=2026-05-10T15:14:44.070015Z digest=sha256:0182bf62c3577ee18a91cd7768ffb191160a5447d4d776e224bffc0438e7e138

Observation 3e460a68-1591-4478-81e1-1e59b6a91c99 · outbound

This paper cites Towards Quantum Machine Learning with Tensor Networks.

PennyLane: Automatic differentiation of hybrid quantum-classical computations Towards Quantum Machine Learning with Tensor Networks

Reference 53

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arxiv_id, observed 2026-07-04T23:22:26.904244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T15:14:44.070015Z digest=sha256:dce4498b5f0670fbd5bb0eed997512fd060219489516dfaaa6e8848d1ecebd30

Observation 49e8efca-c464-4d48-89b5-8ff4ffcc0457 · outbound

This paper cites PennyLane.

PennyLane: Automatic differentiation of hybrid quantum-classical computations PennyLane

Reference 54

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T15:14:44.070015Z digest=sha256:9e3016824783e00e65d2f78d052e8aaeab856a7f5b9443d9173a8b761b6bdae9

Observation 2984f3df-8b85-4d7b-bf6a-26458f9a8b0e · outbound

This paper cites Efficient calculation of gradients in classical simulations of variational quantum algorithms.

PennyLane: Automatic differentiation of hybrid quantum-classical computations Efficient calculation of gradients in classical simulations of variational quantum algorithms

Reference 55

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arxiv_id, observed 2026-05-10T15:14:44.119492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T15:14:44.070015Z digest=sha256:5d50d4de5f2cf85b655b234e5df724a2bab8ce58bf949667be90a0e3b729c758

Observation 28a39883-716a-41fc-8e63-0dda42c20f33 · outbound

This paper cites Evaluating analytic gradients on quan- tum hardware.

PennyLane: Automatic differentiation of hybrid quantum-classical computations Evaluating analytic gradients on quan- tum hardware

Reference 56

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source=pdf_text observed=2026-05-10T15:14:44.070015Z digest=sha256:bdf4bd44374d76190fa5d54b1dee900e02ff09deee3b6d414f241622139fde0e

Observation cbdd3022-c555-478c-b184-3894410cc1fa · outbound

This paper cites General parameter-shift rules for quantum gradients.

PennyLane: Automatic differentiation of hybrid quantum-classical computations General parameter-shift rules for quantum gradients

Reference 57

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No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T15:14:44.070015Z digest=sha256:aa8c5c4b6d719792628846eef3a5b35bf5c745d5ba0e1284d5b98f2d5ecc417a

Observation 00d7b9e8-e853-4e88-a1b6-d0a8fd9916c8 · outbound

This paper cites Practical optimization for hybrid quantum-classical algorithms.

PennyLane: Automatic differentiation of hybrid quantum-classical computations Practical optimization for hybrid quantum-classical algorithms

Reference 58

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arxiv_id, observed 2026-05-10T15:14:44.132005Z

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source=pdf_text observed=2026-05-10T15:14:44.070015Z digest=sha256:ca1cd91368b3313bc3b8ba1944464b3fce71adafb5323817f45f8b7b5fff89d6

Observation db025480-71c9-45e1-95a0-ecc9c4348edb · outbound

This paper cites Measuring analytic gradients of general quantum evolution with the stochastic parameter shift rule.

PennyLane: Automatic differentiation of hybrid quantum-classical computations Measuring analytic gradients of general quantum evolution with the stochastic parameter shift rule

Reference 59

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raw_fallback, observed 2026-05-10T15:14:44.227981Z

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No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T15:14:44.070015Z digest=sha256:cfb376dcde86d9e92b8e6aeb58ef45facd80de536340569b663fd5f6bea21fe9

Observation f602f7e8-da8a-44de-baec-3b90105c077b · outbound

This paper cites Qiskit Backend Specifications for OpenQASM and OpenPulse Experiments.

PennyLane: Automatic differentiation of hybrid quantum-classical computations Qiskit Backend Specifications for OpenQASM and OpenPulse Experiments

Reference 60

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arxiv_id, observed 2026-05-10T15:14:44.139911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T15:14:44.070015Z digest=sha256:275fb19b23e7d2b2a572305dfe2086a265c6c833bdb8162365d32da0f1abf443

Observation 68719dd9-1f88-40eb-995d-1d9918724819 · outbound

This paper cites PennyLane Qiskit plugin.

PennyLane: Automatic differentiation of hybrid quantum-classical computations PennyLane Qiskit plugin

Reference 61

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raw_fallback, observed 2026-05-10T15:14:44.230627Z

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No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T15:14:44.070015Z digest=sha256:30f72fe3e704aabd53f181f73cde0eadaa1cdd78b874b3da4aa32e05b2b31ea4

Observation 6ca69204-8774-411b-addf-3b848837cd6d · outbound

This paper cites Quantum Natural Gradient.

PennyLane: Automatic differentiation of hybrid quantum-classical computations Quantum Natural Gradient

Reference 62

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arxiv_id, observed 2026-05-10T15:14:44.149227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T15:14:44.070015Z digest=sha256:711afe682a98a6b9ae8c0d78b007041082a56015112985a2711ebb579c71dca9

Observation a00588cc-4aa9-434b-9799-522a7634f4be · outbound

This paper cites Structure optimization for parameterized quan- tum circuits.

PennyLane: Automatic differentiation of hybrid quantum-classical computations Structure optimization for parameterized quan- tum circuits

Reference 63

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raw_fallback, observed 2026-05-10T15:14:44.233430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T15:14:44.070015Z digest=sha256:398cfdf793dbff647791cca6e7203ab61852d7bca1dd85b3561657bd49712d34

Observation 4600d51f-0ca6-4056-859d-e823bc03f74d · outbound

This paper cites Operator Sampling for Shot-frugal Optimization in Variational Algorithms.

PennyLane: Automatic differentiation of hybrid quantum-classical computations Operator Sampling for Shot-frugal Optimization in Variational Algorithms

Reference 64

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arxiv_id, observed 2026-05-10T15:14:44.157286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T15:14:44.070015Z digest=sha256:aea693ccd2e48f4574319acd5acf4ccb9a9a0f3398a7c6c7a49935e889dcaf85

Observation 0897a152-0e8e-44b2-a77c-ce0519689beb · outbound

This paper cites Optimizing quantum circuits with Riemannian gradient flow.

PennyLane: Automatic differentiation of hybrid quantum-classical computations Optimizing quantum circuits with Riemannian gradient flow

Reference 65

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arxiv_id, observed 2026-05-10T15:14:44.161387Z

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No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T15:14:44.070015Z digest=sha256:f924ca9af936e4edda0e21037298184a634915bb740fb5cae309230e447f15ef

Observation 5db88934-9fb0-45c8-ac3f-a8ba394f893d · outbound

This paper cites Differentiable quantum computational chemistry with PennyLane.

PennyLane: Automatic differentiation of hybrid quantum-classical computations Differentiable quantum computational chemistry with PennyLane

Reference 66

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arxiv_id, observed 2026-05-10T15:14:44.165141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T15:14:44.070015Z digest=sha256:f13c16d865d0495ec75b4e3a2dd6f14bbc23b7beb32197f284adda0cb05cf97c

Observation 33de5592-b0de-4eda-86d7-7c09df4d305e · outbound

This paper cites OpenFermion: The Electronic Structure Package for Quantum Computers.

PennyLane: Automatic differentiation of hybrid quantum-classical computations OpenFermion: The Electronic Structure Package for Quantum Computers

Reference 67

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arxiv_id, observed 2026-05-10T15:14:44.168825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T15:14:44.070015Z digest=sha256:b4e1810b4c387a26e494df4b9d65735398b9acbb889576f82376665db34654aa

Observation 8e40773c-7cc6-4967-ac92-db452428e1e7 · outbound

This paper cites Pyscf: the python-based simulations of chemistry framework.

PennyLane: Automatic differentiation of hybrid quantum-classical computations Pyscf: the python-based simulations of chemistry framework

Reference 68

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raw_fallback, observed 2026-05-10T15:14:44.236034Z

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No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T15:14:44.070015Z digest=sha256:1f0e876e42e6ebbe9ac3e21a34b94c6d3d5badc4b3e87bb798b26de33088a09e

Observation 0088caac-f9b9-4037-8da2-2fa4506c2c0b · outbound

This paper cites Psi4: an open-source ab initio elec- tronic structure program.

PennyLane: Automatic differentiation of hybrid quantum-classical computations Psi4: an open-source ab initio elec- tronic structure program

Reference 69

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raw_fallback, observed 2026-05-10T15:14:44.238553Z

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No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T15:14:44.070015Z digest=sha256:a3b7f617abc0fb2dabcec720ec40971e700eb093899ee5f9210dfc563293fff3

Observation 8f31fe2f-6b41-493b-8de9-04afe2192868 · outbound

This paper cites Psi4 1.1: An open-source elec- tronic structure program emphasizing automation, advanced libraries, and interoperability.

PennyLane: Automatic differentiation of hybrid quantum-classical computations Psi4 1.1: An open-source elec- tronic structure program emphasizing automation, advanced libraries, and interoperability

Reference 70

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raw_fallback, observed 2026-05-10T15:14:44.241255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T15:14:44.070015Z digest=sha256:b0fbe5066799f448fd61056016248ab8af83ee6e50f09a902db95fe74f7437e4

Observation b9c4511f-1fc9-4865-9ade-801618331c84 · outbound

This paper cites Nvidia/cuquantum: cuquantum v22.03.0.

PennyLane: Automatic differentiation of hybrid quantum-classical computations Nvidia/cuquantum: cuquantum v22.03.0

Reference 71

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No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T15:14:44.070015Z digest=sha256:75d2db4e44e0c60072a708bee7a8025c3d8f80d7eebf1e6d940c5b6f18d3a688

Observation 77a2446f-e0d4-4fa3-93a9-84da18459279 · outbound

This paper cites PennyLane Strawberry Fields plugin.

PennyLane: Automatic differentiation of hybrid quantum-classical computations PennyLane Strawberry Fields plugin

Reference 72

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raw_fallback, observed 2026-05-10T15:14:44.246159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T15:14:44.070015Z digest=sha256:146779c79c3f02102cee47ac6935d5228be0ec767a5331e48be8919039d927eb

Observation e86b793e-ca7b-4bbd-87af-033f868cb687 · outbound

This paper cites A Practical Quantum Instruction Set Architecture.

PennyLane: Automatic differentiation of hybrid quantum-classical computations A Practical Quantum Instruction Set Architecture

Reference 73

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arxiv_id, observed 2026-05-10T15:14:44.191731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T15:14:44.070015Z digest=sha256:48cf052fd54d72fb20a8731f7de3d4c23142cf7f73e56fb90f8e381302350dc0

Observation ad3bdb53-f3e8-4f53-9066-d2e515e825a7 · outbound

This paper cites PennyLane Forest plugin.

PennyLane: Automatic differentiation of hybrid quantum-classical computations PennyLane Forest plugin

Reference 74

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raw_fallback, observed 2026-05-10T15:14:44.248332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T15:14:44.070015Z digest=sha256:7cdbb684ff238fadaf93800fc5fed922f5db2607dd532c0ddf2355ffffce9833

Observation 123cb2c5-cb8f-4555-b283-8bc7b2c43d09 · outbound

This paper cites PennyLane Cirq plugin.

PennyLane: Automatic differentiation of hybrid quantum-classical computations PennyLane Cirq plugin

Reference 75

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raw_fallback, observed 2026-05-10T15:14:44.250507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T15:14:44.070015Z digest=sha256:8b56c2ef9d933c6c037d522510fbe56efa92856ca920b66bcc25267a7f1cb9e7

Observation 42d454ce-bedf-41d4-b412-94d38bcb7e13 · outbound

This paper cites PennyLane ProjectQ plugin.

PennyLane: Automatic differentiation of hybrid quantum-classical computations PennyLane ProjectQ plugin

Reference 76

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raw_fallback, observed 2026-05-10T15:14:44.252831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T15:14:44.070015Z digest=sha256:84d15ff99d13b841c31ec5fc66d725023e801a4f132561221cfc8579d44a0de6

Observation 4a6da456-769f-4747-8505-375d29616c84 · outbound

This paper cites PennyLane Q# plugin.

PennyLane: Automatic differentiation of hybrid quantum-classical computations PennyLane Q# plugin

Reference 77

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raw_fallback, observed 2026-05-10T15:14:44.255488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T15:14:44.070015Z digest=sha256:21d8335d999365555c658bb17b7a3b278c3ec7cc9b54ff60800456c898094f14

Observation c0b20452-c8f5-4121-ab9d-e8a4dfa63ade · outbound

This paper cites an unresolved cited work.

PennyLane: Automatic differentiation of hybrid quantum-classical computations Unresolved cited work

Reference 78

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unresolved
raw_fallback, observed 2026-05-10T15:14:44.257582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T15:14:44.070015Z digest=sha256:26d2080a9cfcbf5138cbb195a379d7cfa4b4b1926878ff92b1fa0af469402b5b

Observation 740ac882-7d35-49f1-a005-ed968a8d5e38 · outbound

This paper cites PennyLane Qulacs plugin.

PennyLane: Automatic differentiation of hybrid quantum-classical computations PennyLane Qulacs plugin

Reference 79

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raw_fallback, observed 2026-05-10T15:14:44.259635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T15:14:44.070015Z digest=sha256:7f91ed95fff25a9cf252623b2cbbcede99f1cb3461c93f80ec9dae74a4ba5b3f

Observation 7fd42076-c839-4bb8-a90f-b2a041036206 · outbound

This paper cites PennyLane AQT plugin.

PennyLane: Automatic differentiation of hybrid quantum-classical computations PennyLane AQT plugin

Reference 80

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raw_fallback, observed 2026-05-10T15:14:44.261787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T15:14:44.070015Z digest=sha256:835a1d1b97d55a1983c9ecd0531e46a159206d7284d17bce25d3b1945111de0a

Observation eb317498-dc4a-4139-a551-2d23496a554a · outbound

This paper cites PennyLane Honeywell plugin.

PennyLane: Automatic differentiation of hybrid quantum-classical computations PennyLane Honeywell plugin

Reference 81

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raw_fallback, observed 2026-05-10T15:14:44.263958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T15:14:44.070015Z digest=sha256:d90ce4225bd0c82fe4cf48174665eb4cdcfee9e1fe2a64ed5cc62d5637b6132a

Observation 8f55fa1a-ff20-410c-8e7e-95f0febda9a9 · outbound

This paper cites PennyLane IonQ plugin.

PennyLane: Automatic differentiation of hybrid quantum-classical computations PennyLane IonQ plugin

Reference 82

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raw_fallback, observed 2026-05-10T15:14:44.269118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T15:14:44.070015Z digest=sha256:f7a1ecc663a31f848886bbb05432010e3f936f00c78aa98430634a19f73317f8

Pith citing papers

Observation 1afd00b2-15aa-4b97-a4d2-604436ced8c8 · inbound

An Operational Framework for Nonclassicality in Quantum Communication Networks cites this paper.

An Operational Framework for Nonclassicality in Quantum Communication Networks PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 52

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local_arxiv, observed 2026-05-24T03:33:50.422503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-24T03:33:38.045846Z digest=sha256:0c2b636431b75c02a917c0dd648de0d89aa33ba6fb16e8417f0d1292ad419c03

Observation 692ae11b-9806-4742-aa11-5902a244077b · inbound

Quantum computing with Qiskit cites this paper.

Quantum computing with Qiskit PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 28

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local_arxiv, observed 2026-05-10T19:16:38.542481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T19:16:38.435343Z digest=sha256:24941829aabc5fff6eca551afab3e5d9abcf073115d6822da21a2dcbce5818a6

Observation df403be9-9701-479e-8cce-9112a452ff61 · inbound

Simulating Bell inequalities with Qibo cites this paper.

Simulating Bell inequalities with Qibo PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 10

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verified exact
local_arxiv, observed 2026-05-23T07:25:28.579947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-23T07:23:17.905974Z digest=sha256:48d5690904235b2ffd79c18298c516d859025418098de687b852e48c3b27ba6a

Observation 5bb5f47a-ea63-43eb-9b40-74542cd843e3 · inbound

Exploring nontrivial topology at quantum criticality in a superconducting processor cites this paper.

Exploring nontrivial topology at quantum criticality in a superconducting processor PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 57

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verified exact
local_arxiv, observed 2026-05-23T05:42:36.388668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-23T05:39:14.844097Z digest=sha256:caa12e1a94e120d5adde4b45682e0fad8ab7b55b3c121eeb9f36b6cb2aa86211

Observation 20f1730e-10f7-41bb-8555-c11779f7e205 · inbound

IQPopt: Fast optimization of instantaneous quantum polynomial circuits in JAX cites this paper.

IQPopt: Fast optimization of instantaneous quantum polynomial circuits in JAX PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 5

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verified exact
local_arxiv, observed 2026-05-23T05:37:36.886543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-23T05:35:50.375623Z digest=sha256:1f199071f103d6cd18f165b60dbeb4c2702362f2edf3f39016675d308f0fc830

Observation f723d586-7981-4fce-9662-f4e161614b52 · inbound

Experimentally validated quantum-secure federated learning over a multi-user quantum network cites this paper.

Experimentally validated quantum-secure federated learning over a multi-user quantum network PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 69

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local_arxiv, observed 2026-05-23T05:07:34.780469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-23T05:07:16.105061Z digest=sha256:0708664ad65205499933abe2166e900ebdac495a08c463e640b1ef4842aaac48

Observation 84738db1-fcff-479a-9c35-90d5ac64d33d · inbound

Quantum Circuit Design using a Progressive Widening Enhanced Monte Carlo Tree Search cites this paper.

Quantum Circuit Design using a Progressive Widening Enhanced Monte Carlo Tree Search PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 58

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local_arxiv, observed 2026-05-23T04:27:31.393898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-23T04:25:36.159871Z digest=sha256:02291a17cd58d10df3704904f5c63a0d651271546304ec488676c4755bcbe664

Observation db0784cb-31cf-40e6-b59b-905edca4cdad · inbound

Tensor-Programmable Quantum Circuits for Solving Differential Equations cites this paper.

Tensor-Programmable Quantum Circuits for Solving Differential Equations PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 94

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verified exact
arxiv_id, observed 2026-05-10T15:14:44.342543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-23T03:36:10.678778Z digest=sha256:04821f61b5744078ef6094354ee68feb4148a67d0b678e8d481b9bcc974e8b6b

Observation f17438e0-baa3-4dc1-b042-f4f8098d53f4 · inbound

A PennyLane-Centric Dataset to Enhance LLM-based Quantum Code Generation using RAG cites this paper.

A PennyLane-Centric Dataset to Enhance LLM-based Quantum Code Generation using RAG PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 20

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verified exact
local_arxiv, observed 2026-05-23T01:42:23.251893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-23T01:41:25.033971Z digest=sha256:55519abd820b34323e825759525be728a34acdddfe0f57360ed7541dedbe9df4

Observation fd643129-43f3-4742-8049-4c813bc0ec4f · inbound

Compton Form Factor Extraction using Quantum Deep Neural Networks cites this paper.

Compton Form Factor Extraction using Quantum Deep Neural Networks PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 82

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verified exact
local_arxiv, observed 2026-05-22T17:55:01.833633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-22T17:53:21.823617Z digest=sha256:46e72a14659a2e10c9fdd33df9acdb37c7f4df73a6d606852a799f2bae1f6a4a

Observation 9d741ba0-ca0f-4469-8551-14f84bf04944 · inbound

The Lie Algebra of XY-mixer Topologies and Warm Starting QAOA for Constrained Optimization cites this paper.

The Lie Algebra of XY-mixer Topologies and Warm Starting QAOA for Constrained Optimization PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 83

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verified exact
local_arxiv, observed 2026-05-19T12:32:17.776085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-19T12:31:51.904613Z digest=sha256:ddfcb0587f3d3c10decb859819a640f0dd8594317b684805e6df3ef46fc64c27

Observation fecdd7b2-4fa3-4406-8c25-09ba9ac413f2 · inbound

Learning Encodings by Maximizing State Distinguishability: Variational Quantum Error Correction cites this paper.

Learning Encodings by Maximizing State Distinguishability: Variational Quantum Error Correction PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 12

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verified exact
local_arxiv, observed 2026-05-19T09:57:14.078997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-19T09:56:45.446758Z digest=sha256:abf240deb5c46b817436c6d56b426b22dbff132159b3cfe743f63319809ea226

Observation 47e9fd6b-78b6-45de-bced-c8f515764c6f · inbound

Gate Freezing Method for Gradient-Free Variational Quantum Algorithms in Circuit Optimization cites this paper.

Gate Freezing Method for Gradient-Free Variational Quantum Algorithms in Circuit Optimization PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 48

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verified exact
local_arxiv, observed 2026-05-19T05:42:05.917339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-19T05:41:04.314509Z digest=sha256:0e6c810e49f6db1bc1b005362272c157af4c0823fa1689086ac11ca222cdd0b6

Observation b5fd587f-d427-414f-b63e-812177af4417 · inbound

Minimizing entanglement entropy for enhanced quantum state preparation cites this paper.

Minimizing entanglement entropy for enhanced quantum state preparation PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 62

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local_arxiv, observed 2026-05-19T03:02:00.408964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-19T02:58:30.728441Z digest=sha256:c1d1aef87805769567b55653f4f8b39633df48f11929ea4c8c813c928b0398de

Observation c594e207-2569-4125-a474-c68ad7d31287 · inbound

Inference of maximum parsimony phylogenetic trees with model-based classical and quantum methods cites this paper.

Inference of maximum parsimony phylogenetic trees with model-based classical and quantum methods PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 32

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local_arxiv, observed 2026-05-19T01:46:58.043638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-19T01:43:34.425962Z digest=sha256:5902ec7a566d2ab96b4a081c6fb5e83bca314b1d9228de6cd774474522801e7f

Observation 0c427dbd-ad30-4aa0-a863-b39eb885acde · inbound

The Role of Quantum Computing in Advancing Scientific High-Performance Computing: A perspective from the ADAC Institute cites this paper.

The Role of Quantum Computing in Advancing Scientific High-Performance Computing: A perspective from the ADAC Institute PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 103

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local_arxiv, observed 2026-05-18T22:21:52.805385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-18T22:19:39.677935Z digest=sha256:563c71114a9b0f2a7e5546074c366d8864ec937d9a7867b2c30128de37c9697c

Observation 145a56f4-59a7-48af-b212-827258d3808f · inbound

Towards Quantum Machine Learning for Malicious Code Analysis cites this paper.

Towards Quantum Machine Learning for Malicious Code Analysis PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 11

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no resolver link, observed 2026-08-05T15:51:29.670648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:51:29.670648Z digest=sha256:aac77de9824864e79c93c9f900aa80e7e6893f888d0d24d43317e0095735b2fe

Observation 349702f0-e240-4cc4-a826-a82c6d91ff57 · inbound

QUAV: Quantum-Assisted Path Planning and Optimization for UAV Navigation with Obstacle Avoidance cites this paper.

QUAV: Quantum-Assisted Path Planning and Optimization for UAV Navigation with Obstacle Avoidance PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 21

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no resolver link, observed 2026-08-05T14:23:17.701825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T14:23:17.701825Z digest=sha256:ac1d2ce73880cb912543cfe0f7d7af0057432ea24d51d3172c63773fa58b8ae2

Observation 35ba3ccd-dea3-4c73-bc8d-7e066430512d · inbound

CircuitHunt: Automated Quantum Circuit Screening for Superior Credit-Card Fraud Detection cites this paper.

CircuitHunt: Automated Quantum Circuit Screening for Superior Credit-Card Fraud Detection PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 43

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unresolved
no resolver link, observed 2026-08-05T14:25:29.250103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T14:25:29.250103Z digest=sha256:514ed7a2b73c28c6b156fb9ffa086b0be81b2409a7aa11cc9d53a9bf841852f4

Observation 39878752-dc3b-4209-add1-4b9d448fa598 · inbound

Quantum Computer Benchmarking: An Explorative Systematic Literature Review cites this paper.

Quantum Computer Benchmarking: An Explorative Systematic Literature Review PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 29

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unresolved
no resolver link, observed 2026-08-05T11:09:20.015378Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:09:20.015378Z digest=sha256:b5ffa596af393949ea4e7fb00f6b13af4a5f3a67a1186fed4eb5daf50cc8d0b6

Observation 48e5feef-cac2-4edb-a4c3-d83f3c1229d2 · inbound

Variational Quantum Circuits in Offline Contextual Bandit Problems cites this paper.

Variational Quantum Circuits in Offline Contextual Bandit Problems PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 38

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unresolved
no resolver link, observed 2026-08-04T22:01:58.050310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T22:01:58.050310Z digest=sha256:a383f6e74e2c742f85f7835259f8e23b5b74b26497c0edda91edc6b56c98297a

Observation 0aa9d733-8104-4c06-858e-ec3e1ce7d90b · inbound

Quantum kernel and HHL-based support vector machines for multi-class classification cites this paper.

Quantum kernel and HHL-based support vector machines for multi-class classification PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 50

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unresolved
no resolver link, observed 2026-08-04T18:10:59.970426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T18:10:59.970426Z digest=sha256:b992fade5a41cf0ac88781bdc5630cd31674b2e75bc3859ea9a76fa15ef3d464

Observation d585ec80-18e1-4c09-acf5-1aea05621e92 · inbound

Hybrid Quantum Neural Networks for Efficient Protein-Ligand Binding Affinity Prediction cites this paper.

Hybrid Quantum Neural Networks for Efficient Protein-Ligand Binding Affinity Prediction PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 62

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no resolver link, observed 2026-08-04T17:14:41.625150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T17:14:41.625150Z digest=sha256:634acd693d5a836555eb0c829ab4b9d986fafa7506d2f5aea85d1f803caa9fbd

Observation 027c7440-fe57-48cf-96d5-716de623088e · inbound

Investigating the Lottery Ticket Hypothesis for Variational Quantum Circuits cites this paper.

Investigating the Lottery Ticket Hypothesis for Variational Quantum Circuits PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 5

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unresolved
no resolver link, observed 2026-08-04T17:02:51.085073Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T17:02:51.085073Z digest=sha256:9ae5c4b4acebe7ec49cef4deded6a0ae9b29da2699832f4938182851bd6c56f6

Observation 6a7053d6-f28e-4861-8237-bd95d800d172 · inbound

HattriQ: Designing Integrated Gradients for Feature Attribution in Quantum Machine Learning cites this paper.

HattriQ: Designing Integrated Gradients for Feature Attribution in Quantum Machine Learning PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 2022

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unresolved
no resolver link, observed 2026-08-04T12:48:32.161249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T12:48:32.161249Z digest=sha256:542146bfd3bfd80b726eff590a83987d936929ca8647c5cb60e7dbe75787e35c

Observation 717b2698-6bd9-427b-add1-66ffe9f8530a · inbound

A Quantum Linear Systems Pathway for Solving Differential Equations cites this paper.

A Quantum Linear Systems Pathway for Solving Differential Equations PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 40

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verified exact
local_arxiv, observed 2026-05-18T09:46:12.314005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-18T09:45:50.376334Z digest=sha256:ae1c0e464f38ae7dbeed01d7f381b289901a10f6dacde2c70da514de300e0304

Observation 8a664592-efaf-4bc5-9f49-20379a449c0d · inbound

Cobble: Compiling Block Encodings for Quantum Computational Linear Algebra cites this paper.

Cobble: Compiling Block Encodings for Quantum Computational Linear Algebra PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 7

Resolution
metadata mismatch
local_arxiv, observed 2026-05-18T01:55:37.744489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-18T01:53:07.340550Z digest=sha256:51a23f1f3cc31249d2734645b72551acbd2c47fec14539562ef1f5b7fddcd959

Observation 409d343b-f861-4920-88c0-40ef934bcab7 · inbound

SoK: Critical Evaluation of Quantum Machine Learning for Adversarial Robustness cites this paper.

SoK: Critical Evaluation of Quantum Machine Learning for Adversarial Robustness PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 78

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local_arxiv, observed 2026-05-21T18:44:18.911916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T18:42:35.602685Z digest=sha256:bc740457e19caad048427d1935520b87e48f599da65cff0423208b0f60836b9c

Observation 8250e9c3-47fb-4e68-9436-18f947e5c19d · inbound

SoK: Critical Evaluation of Quantum Machine Learning for Adversarial Robustness cites this paper.

SoK: Critical Evaluation of Quantum Machine Learning for Adversarial Robustness PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 78

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local_arxiv, observed 2026-05-25T07:40:28.823628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-25T07:38:56.051810Z digest=sha256:f1069937c932d6a114df00ef7fe32d421823c996c6167c68e58dca9fda119dea

Observation 7360b948-68be-4382-85cf-1d9729cc59ff · inbound

From Qubits to Couplings: A Hybrid Quantum Machine Learning Framework for LHC Physics cites this paper.

From Qubits to Couplings: A Hybrid Quantum Machine Learning Framework for LHC Physics PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 43

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no resolver link, observed 2026-08-03T21:24:08.017454Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T21:24:08.017454Z digest=sha256:c5957e9b6b61c0cb6b6971eb885b26b41c7a74f11e3fba79d57893e89e1978d6

Observation 4a2d47dd-a68c-49a5-bf29-5bb0d07fe980 · inbound

Quantum Masked Autoencoders for Vision Learning cites this paper.

Quantum Masked Autoencoders for Vision Learning PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 3

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metadata mismatch
local_arxiv, observed 2026-05-17T20:42:05.616862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-17T20:41:12.500852Z digest=sha256:49f172dcf5abba1d5674e40f302a08bf971f9c722e2064a8bcc6534f0962053c

Observation 7e8ad38f-d707-4f40-986d-f9e906ce747a · inbound

Resource-Efficient Quantum Optimization via Higher-Order Encoding cites this paper.

Resource-Efficient Quantum Optimization via Higher-Order Encoding PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 70

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no resolver link, observed 2026-08-03T23:15:46.900080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T23:15:46.900080Z digest=sha256:c4b011196f691ca9509eedc794ef0f6acce7448d2162f502b15598c599df6b58

Observation 3253a9b3-8cd0-47de-a2e1-7b577b6a8b2d · inbound

Mitigating Barren Plateaus in Quantum Denoising Diffusion Probabilistic Model cites this paper.

Mitigating Barren Plateaus in Quantum Denoising Diffusion Probabilistic Model PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 24

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local_arxiv, observed 2026-05-17T00:51:24.542597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-17T00:49:04.665206Z digest=sha256:f743d75233f402325aa1286f5dccff79c05816ebd677e9abba46308d3a62a836

Observation 3df9dcf8-4607-4210-900b-a734345d606c · inbound

Symbolic Pauli Propagation for Gradient-Enabled Pre-Training of Quantum Circuits cites this paper.

Symbolic Pauli Propagation for Gradient-Enabled Pre-Training of Quantum Circuits PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 18

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no resolver link, observed 2026-08-03T15:33:26.354819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:33:26.354819Z digest=sha256:b24d6aefde500cb6e364aea750d38c57b1084ee1b8e4875f935a0bd601c708ed

Observation 72932672-a19b-4dc3-8def-6edcb3fbc467 · inbound

DeepQuantum: A PyTorch-based Software Platform for Quantum Machine Learning and Photonic Quantum Computing cites this paper.

DeepQuantum: A PyTorch-based Software Platform for Quantum Machine Learning and Photonic Quantum Computing PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 28

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verified exact
local_arxiv, observed 2026-05-16T21:08:33.031994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-16T21:04:13.847669Z digest=sha256:ef4eb3635aeee5dd6b789f2f0f00166c1b1fec98cb365d2f1ab31805cf7e8cc2

Observation 20662cfc-7ea9-4889-b1d2-feb976487850 · inbound

DifGa: Differentiable Error Mitigation for Multi-Mode Gaussian and Non-Gaussian Noise in Quantum Photonic Circuits cites this paper.

DifGa: Differentiable Error Mitigation for Multi-Mode Gaussian and Non-Gaussian Noise in Quantum Photonic Circuits PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 22

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no resolver link, observed 2026-08-03T13:44:03.154636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:44:03.154636Z digest=sha256:7336505988ec65839a33981c1aa193b9fd0fa96548f9a2de03b088da09aa77ba

Observation 8e83e3f7-cf7a-4fb9-8193-ee092d1b9ad6 · inbound

PauliEngine: High-Performant Symbolic Arithmetic for Quantum Operations cites this paper.

PauliEngine: High-Performant Symbolic Arithmetic for Quantum Operations PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 19

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verified exact
local_arxiv, observed 2026-05-16T17:48:11.092337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-16T17:45:02.415800Z digest=sha256:75b63c82331e21268d05faeaa0cf55eafa8ec6ed83585fc3546332bf4e29fbee

Observation 5bea1573-1ac7-45ea-9ae7-3b80450b10aa · inbound

A Methodological Analysis of Empirical Studies in Quantum Software Testing cites this paper.

A Methodological Analysis of Empirical Studies in Quantum Software Testing PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 14

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local_arxiv, observed 2026-05-16T15:21:03.742211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-16T15:20:01.252737Z digest=sha256:ab0a9dc845b83706da24b9949f78cd353745f760e5c390df81d2587388e39a47

Observation da0b7ba6-a7d3-40c2-ba51-0dccb119c65b · inbound

H-EFT-VA: An Effective-Field-Theory Variational Ansatz with Provable Barren Plateau Avoidance cites this paper.

H-EFT-VA: An Effective-Field-Theory Variational Ansatz with Provable Barren Plateau Avoidance PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 6

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verified exact
local_arxiv, observed 2026-05-16T14:01:01.269832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-16T13:59:21.571555Z digest=sha256:182cce4362a8ae11d4894a845c35ac91477179239a26bb09e6a857322e1e06dd

Observation 219da9f9-b8c6-4585-8560-3868ed127918 · inbound

Quantum-Enhanced Convergence of Physics-Informed Neural Networks cites this paper.

Quantum-Enhanced Convergence of Physics-Informed Neural Networks PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 34

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local_arxiv, observed 2026-05-16T12:10:53.504258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-16T12:09:52.056856Z digest=sha256:beb9088ea157c2f21eabcd1d5dce016164f6d3f8506162900dfc3b03c6105a75

Observation 744d7605-305f-4a61-9fcf-32254cce72ec · inbound

Qhronology: A Python package for studying quantum models of closed timelike curves cites this paper.

Qhronology: A Python package for studying quantum models of closed timelike curves PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 16

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local_arxiv, observed 2026-05-16T11:17:47.126715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-16T11:16:38.024353Z digest=sha256:191a2b6efa1148bbe14664a4a82cb609fd228fa4e46ffa1e7f252946af034022

Observation 59a32579-a52f-4182-a750-2b0cade1b2b5 · inbound

Overcoming Barren Plateaus in Variational Quantum Circuits using a Two-Step Least Squares Approach cites this paper.

Overcoming Barren Plateaus in Variational Quantum Circuits using a Two-Step Least Squares Approach PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 2

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no resolver link, observed 2026-08-03T08:12:36.698005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T08:12:36.698005Z digest=sha256:20bd03c92cc81a1ece254934d28c1d8ed97587ceb68ce48814e9f70b7122c1b5

Observation 8a0a5286-6821-4b7b-accd-9603b41035f0 · inbound

Designing quantum technologies with a quantum computer cites this paper.

Designing quantum technologies with a quantum computer PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 79

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no resolver link, observed 2026-08-03T06:48:52.899112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T06:48:52.899112Z digest=sha256:0708195b7ff5bcadfc2beb722188dda8bb947a29afb115bc330fb93f896f4cd4

Observation 45604f51-5de2-4c19-ac38-13af3fb4c0db · inbound

The Cross-Kernel Margin: A Robustness Measure for Quantum Kernel Methods cites this paper.

The Cross-Kernel Margin: A Robustness Measure for Quantum Kernel Methods PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 38

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no resolver link, observed 2026-08-03T06:28:30.690237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T06:28:30.690237Z digest=sha256:5350f0e8d6df087619e8bfe2824b792e88c2ad5a77e0862a5d00697e5c5f3d37

Observation 552844c4-c9d1-4a87-a55f-ef4ac454252d · inbound

Quantum Phase Recognition via Quantum Attention Mechanism cites this paper.

Quantum Phase Recognition via Quantum Attention Mechanism PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 64

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no resolver link, observed 2026-08-03T06:06:31.248932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T06:06:31.248932Z digest=sha256:813495a964510d5e9b67248497bbdcdcd4494f28c36050710d829248e96999dd

Observation e5c70af9-5422-43de-be3d-e34de84e44ed · inbound

A Course on the Introduction to Quantum Software Engineering: Experience Report cites this paper.

A Course on the Introduction to Quantum Software Engineering: Experience Report PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 30

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verified exact
local_arxiv, observed 2026-05-16T06:17:26.517446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-16T06:17:04.749018Z digest=sha256:426d048ec4d701aa6d6d526fee54838ad340167bcdc8103139f1bacbc643b03e

Observation aeb6285f-a719-4b50-a87a-7873693bcec3 · inbound

A Course on the Introduction to Quantum Software Engineering: Experience Report cites this paper.

A Course on the Introduction to Quantum Software Engineering: Experience Report PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 28

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no resolver link, observed 2026-08-03T03:37:16.086362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T03:37:16.086362Z digest=sha256:1344a4a5b785d61bebc6816ee6227a2e4bf5cbd18ab10520f3c9a5208e7afbb5

Observation b385478f-e23a-4a02-b1f4-c5e71e8666a9 · inbound

MerLin: A Discovery Engine for Photonic and Hybrid Quantum Machine Learning cites this paper.

MerLin: A Discovery Engine for Photonic and Hybrid Quantum Machine Learning PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 10

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verified exact
local_arxiv, observed 2026-05-16T02:30:32.294982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-16T02:28:17.666888Z digest=sha256:61295a6c04c99d70eb4a4d4fc07f07696003718501b8fe95d63243a9491dafcf

Observation aff3a2d2-004b-4f6a-9749-4961beb64dc0 · inbound

Reductions of QAOA Induced by Classical Symmetries: Theoretical Insights and Practical Implications cites this paper.

Reductions of QAOA Induced by Classical Symmetries: Theoretical Insights and Practical Implications PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 6

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local_arxiv, observed 2026-05-15T21:56:40.680157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T21:55:23.886019Z digest=sha256:f5300199ef5e417a1c874fe889a6ae01ad77cd442b0d1df2a8afd5673a9bfd9c

Observation 0dc7e2cc-d642-406c-a1ce-d0a0db5e299c · inbound

DistributedEstimator: Distributed Training of Quantum Neural Networks via Circuit Cutting cites this paper.

DistributedEstimator: Distributed Training of Quantum Neural Networks via Circuit Cutting PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 29

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local_arxiv, observed 2026-05-15T21:46:41.094994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T21:43:06.021456Z digest=sha256:215945f4d838ff691dc180f7f98dd44c54a26dd00ca2689167101acee377f961

Observation b66e180c-ae62-41e6-b3aa-edaa1c944f96 · inbound

DistributedEstimator: Distributed Training of Quantum Neural Networks via Circuit Cutting cites this paper.

DistributedEstimator: Distributed Training of Quantum Neural Networks via Circuit Cutting PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 29

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no resolver link, observed 2026-08-02T22:39:55.678778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T22:39:55.678778Z digest=sha256:90755e52b1be303f463db8626257d44f16526b944ce85064cc51db14a2b6a657

Observation c5d03090-9771-4de5-b179-4c3be1bb008d · inbound

Scaling Quantum Machine Learning without Tricks: Full-Resolution and Diverse Image Generation cites this paper.

Scaling Quantum Machine Learning without Tricks: Full-Resolution and Diverse Image Generation PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 74

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unresolved
no resolver link, observed 2026-08-02T20:04:01.091242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T20:04:01.091242Z digest=sha256:ada0f00ac443f62e368bd2de8c010c97fb3dd275702719dec2eedddb53a0040c

Observation 7438eae4-1f7c-45bf-a47e-0ab53aa8c98e · inbound

Practical Quantum Federated Learning for Privacy-Sensitive Healthcare: Communication Efficiency and Noise Resilience cites this paper.

Practical Quantum Federated Learning for Privacy-Sensitive Healthcare: Communication Efficiency and Noise Resilience PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 22

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local_arxiv, observed 2026-05-15T17:30:11.000122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T17:28:44.849444Z digest=sha256:3f2477c23c1bdd5ba4a5f788ae251a721614e06d63be22fd885797367d378e69

Observation 2f7bdb5b-3dcb-473d-91f4-19738ba3babf · inbound

A Mixture-of-Experts Framework for Practical Hybrid-Quantum Models in Credit Card Fraud Detection cites this paper.

A Mixture-of-Experts Framework for Practical Hybrid-Quantum Models in Credit Card Fraud Detection PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 86

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local_arxiv, observed 2026-05-15T14:50:04.517403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T14:49:32.488934Z digest=sha256:d1682901c93ac3f7e18b153a97876bea41d9943dab41ccbaa81d6e05dddd8271

Observation f5f214b0-21c0-4e52-a540-fbe23679c7ef · inbound

Quantum Neural Physics: Solving Partial Differential Equations on Quantum Simulators using Quantum Convolutional Neural Networks cites this paper.

Quantum Neural Physics: Solving Partial Differential Equations on Quantum Simulators using Quantum Convolutional Neural Networks PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 36

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unresolved
no resolver link, observed 2026-07-13T19:01:01.436958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:01:01.436958Z digest=sha256:3cf0bf4507e56351735149d96fcf136d42e60589923514455db672d4ea3a6f01

Observation fbe2adf0-41df-4328-b106-fe2d692cce34 · inbound

Hybrid Quantum-HPC Middleware Systems for Adaptive Resource, Workload and Task Management cites this paper.

Hybrid Quantum-HPC Middleware Systems for Adaptive Resource, Workload and Task Management PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 12

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verified exact
local_arxiv, observed 2026-05-13T18:53:08.425566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-13T18:48:58.904350Z digest=sha256:fd85be5f5fc51d5c81bbecd93b246fbc97501471c3f443e0d3c5fafa3bf2a84b

Observation 064b297e-3ea1-4549-88ed-bd6d74e0fe61 · inbound

GPU-Accelerated Quantum Simulation: Empirical Backend Selection, Gate Fusion, and Adaptive Precision cites this paper.

GPU-Accelerated Quantum Simulation: Empirical Backend Selection, Gate Fusion, and Adaptive Precision PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 17

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local_arxiv, observed 2026-05-13T17:18:01.479962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-13T17:13:41.530810Z digest=sha256:6db3ec58643b93e8614edc0883b7be84689baa12b1c8d6cd93e99493384a66d8

Observation cfa52842-5e43-4b73-8db8-b2c452202c12 · inbound

Eliminating Vendor Lock-In in Quantum Machine Learning via Framework-Agnostic Neural Networks cites this paper.

Eliminating Vendor Lock-In in Quantum Machine Learning via Framework-Agnostic Neural Networks PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 12

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verified exact
local_arxiv, observed 2026-05-10T20:05:46.131076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-10T20:00:56.095201Z digest=sha256:b85027f6e789d8bf545229f72d302f05eb5f86dd1de55ff93ccf195ce3b92931

Observation 7d14148c-6fa6-4502-94f3-ac34d815b29a · inbound

Hybrid Fourier Neural Operator for Surrogate Modeling of Laser Processing with a Quantum-Circuit Mixer cites this paper.

Hybrid Fourier Neural Operator for Surrogate Modeling of Laser Processing with a Quantum-Circuit Mixer PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 44

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verified exact
local_arxiv, observed 2026-05-10T23:20:54.826207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T19:11:21.292670Z digest=sha256:e21168e8e76faf58f501a66ba019a80476dd012a8a33ee3a818b243585253270

Observation 4b70cc65-aea7-4090-a118-ffb5e4c148cf · inbound

Molecular Excited States using Quantum Subspace Methods: Accuracy, Resource Reduction, and Error-Mitigated Hardware Implementation of q-sc-EOM cites this paper.

Molecular Excited States using Quantum Subspace Methods: Accuracy, Resource Reduction, and Error-Mitigated Hardware Implementation of q-sc-EOM PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 79

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local_arxiv, observed 2026-05-10T22:20:48.549949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T19:57:39.237085Z digest=sha256:d6925f190930b0eb46e99ccd9612f84b2e968f580dc79ee811a2fffda17e19fd

Observation 10ece985-fade-451c-ad55-7fb379f9b4a7 · inbound

Shot-based quantum encoding: a data-loading paradigm for quantum neural networks cites this paper.

Shot-based quantum encoding: a data-loading paradigm for quantum neural networks PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 33

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local_arxiv, observed 2026-05-10T23:35:49.737273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T19:02:16.366366Z digest=sha256:d04c7dc24ee98cc1b8b1fd3f13134d690e6a53f2e85eb42d64be241230ced8f7

Observation dc9018a2-02ac-46a9-869f-69648339f6de · inbound

Shot-based quantum encoding: a data-loading paradigm for quantum neural networks cites this paper.

Shot-based quantum encoding: a data-loading paradigm for quantum neural networks PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 33

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no resolver link, observed 2026-08-02T16:41:52.769889Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T16:41:52.769889Z digest=sha256:007fc41200ab072067032a7a30f0d50bfacfca4c2dc08528e704a14aef64730d

Observation 11d94393-87f1-4265-8b5f-02bec9cf5c61 · inbound

Stabilization Without Simplification: A Two-Dimensional Model of Software Evolution cites this paper.

Stabilization Without Simplification: A Two-Dimensional Model of Software Evolution PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 3

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no resolver link, observed 2026-07-13T08:53:25.033967Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T08:53:25.033967Z digest=sha256:c5bdae6dc777f314ede12c99fa4230549e11abe6b648268f08d9de8f0f911ef2

Observation e249c81b-cd0c-40aa-baee-b006c8a871ab · inbound

Broken Quantum: A Systematic Formal Verification Study of Security Vulnerabilities Across the Open-Source Quantum Computing Simulator Ecosystem cites this paper.

Broken Quantum: A Systematic Formal Verification Study of Security Vulnerabilities Across the Open-Source Quantum Computing Simulator Ecosystem PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 3

Resolution
verified exact
local_arxiv, observed 2026-05-11T05:51:02.272720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T17:55:57.382155Z digest=sha256:6d939fc7a1d5e90375eca2db9783621a37f66ed08a4240f6774edbb52714994a

Observation 03470c4b-2d77-4962-9588-cef6cdb2cecf · inbound

HQF-Net: A Hybrid Quantum-Classical Multi-Scale Fusion Network for Remote Sensing Image Segmentation cites this paper.

HQF-Net: A Hybrid Quantum-Classical Multi-Scale Fusion Network for Remote Sensing Image Segmentation PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 2

Resolution
verified exact
local_arxiv, observed 2026-05-11T06:15:57.245341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T17:44:10.366364Z digest=sha256:229364c6c348f9361a307844503aab41bbc6443c33766cfef4a7d11d9866da30

Observation 56f6a4d7-f057-4e8b-b828-b2503a3c21a2 · inbound

A hardware efficient quantum residual neural network without post-selection cites this paper.

A hardware efficient quantum residual neural network without post-selection PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 33

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local_arxiv, observed 2026-05-11T05:36:02.995898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T18:02:04.838369Z digest=sha256:48709ae2bab2b576ef21c8d876f763bf668353f9d53e1fd76e51baa7b0fc1406

Observation d96f81d8-8962-43a2-8b18-2d96360c1b18 · inbound

A hardware efficient quantum residual neural network without post-selection cites this paper.

A hardware efficient quantum residual neural network without post-selection PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 33

Resolution
verified exact
local_arxiv, observed 2026-05-22T10:54:47.588886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-22T10:54:21.066630Z digest=sha256:33efbcb1517ae6a1039c1338b25b99ca5b38c98e1be5b4ade35aa9024b4de8ed

Observation a6a5579f-78f3-4dde-96ac-ffc8dfb76189 · inbound

Quantum Computing for Financial Transformation: A Review of Optimisation, Pricing, Risk, Machine Learning, and Post-Quantum Security cites this paper.

Quantum Computing for Financial Transformation: A Review of Optimisation, Pricing, Risk, Machine Learning, and Post-Quantum Security PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 5

Resolution
verified exact
local_arxiv, observed 2026-05-11T06:11:03.112080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-10T17:45:40.789083Z digest=sha256:db41ae146f9d3ccefc65974b1bbbd42760a620e40c8fcfe93244c41b209cc94c

Observation 7dd00e36-e124-42d6-a10b-15dc01ef65cf · inbound

Quantum Patches: Enhancing Robustness of Quantum Machine Learning Models cites this paper.

Quantum Patches: Enhancing Robustness of Quantum Machine Learning Models PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 49

Resolution
verified exact
local_arxiv, observed 2026-05-11T08:11:00.436918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T16:48:29.222134Z digest=sha256:1e15c5cff9cb14b99a74224cfc85e8699900cc248bb0c3416146357eb96876fa

Observation eec1e491-71ac-4a64-8592-f764dbc1a698 · inbound

Variational Quantum Physics-Informed Neural Networks for Hydrological PDE-Constrained Learning with Inherent Uncertainty Quantification cites this paper.

Variational Quantum Physics-Informed Neural Networks for Hydrological PDE-Constrained Learning with Inherent Uncertainty Quantification PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 28

Resolution
verified exact
local_arxiv, observed 2026-05-11T07:06:16.529834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T17:17:15.552151Z digest=sha256:fdb39c128a079850f0224a0d835d6087a335fd7390528f405e7bed958f7d1a19

Observation 97642547-a4bd-4cc8-b845-cf2fc8226cb1 · inbound

Mitigating Barren Plateaus in Variational Quantum Circuits through PDE-Constrained Loss Functions cites this paper.

Mitigating Barren Plateaus in Variational Quantum Circuits through PDE-Constrained Loss Functions PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 34

Resolution
verified exact
local_arxiv, observed 2026-05-11T08:21:00.439538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T16:41:35.067032Z digest=sha256:ef99c0504611e215b51495b4551c3fc377a805a9748d4a690ee137c99f315a99

Observation c53772ea-7fd5-452f-bc2b-548daa702e1a · inbound

Quantum Error Mitigation Strategies for Variational PDE-Constrained Circuits on Noisy Hardware cites this paper.

Quantum Error Mitigation Strategies for Variational PDE-Constrained Circuits on Noisy Hardware PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 19

Resolution
verified exact
local_arxiv, observed 2026-05-11T08:11:05.258929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T16:46:03.996147Z digest=sha256:d710786ee10c8fae6a430d5dfef422017512fa41d21d71bd1095ade76dd50de8

Observation 2fd81429-ebde-41e7-be80-a72b4f775eac · inbound

Adaptive H-EFT-VA: A Provably Safe Trajectory Through the Trainability-Expressibility Landscape of Variational Quantum Algorithms cites this paper.

Adaptive H-EFT-VA: A Provably Safe Trajectory Through the Trainability-Expressibility Landscape of Variational Quantum Algorithms PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 18

Resolution
verified exact
local_arxiv, observed 2026-05-11T09:41:00.773649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T15:54:14.158241Z digest=sha256:e38c1ff2111beb91092100fcc9b844ea9f99c0856e0fada4daffe08d9131ed8d

Observation 00880b64-041d-43f1-b54b-a38dbbb4a533 · inbound

Quantum Measurement Statistics as Bayesian Uncertainty Estimators for Physics-Constrained Learning cites this paper.

Quantum Measurement Statistics as Bayesian Uncertainty Estimators for Physics-Constrained Learning PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 15

Resolution
verified exact
local_arxiv, observed 2026-05-11T08:45:57.618348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T16:32:02.490645Z digest=sha256:ccab0a01db113bd0193f71f763b693fd16fa766ef6148ae6a23b004a1484eb13

Observation d0172751-1475-4db3-ac69-7f50bc071189 · inbound

QShield: Securing Neural Networks Against Adversarial Attacks using Quantum Circuits cites this paper.

QShield: Securing Neural Networks Against Adversarial Attacks using Quantum Circuits PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 4

Resolution
metadata mismatch
local_arxiv, observed 2026-05-11T08:40:57.814253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T16:35:01.080061Z digest=sha256:be8f988bcc38bd00ef6882290b7207d84c6029350314fcfdf0777c1cfc865eaa

Observation b2ba5d77-6457-4610-99c6-916ee719b997 · inbound

QShield: Securing Neural Networks Against Adversarial Attacks using Quantum Circuits cites this paper.

QShield: Securing Neural Networks Against Adversarial Attacks using Quantum Circuits PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-04T05:31:09.788152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T05:31:09.788152Z digest=sha256:6bcaeb10a9c971c6babafb916f1c6825cbb3607a541e1b90d6e88220e10f92db

Observation d5ccf299-4526-403f-b5b7-c14eba735da9 · inbound

Quantum-Enhanced Single-Parameter Phase Estimation with Adaptive NOON States cites this paper.

Quantum-Enhanced Single-Parameter Phase Estimation with Adaptive NOON States PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 4

Resolution
verified exact
local_arxiv, observed 2026-05-10T21:50:50.940618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T15:11:17.388771Z digest=sha256:ff25f1e9bd577fe64263dfc18de78e509b90677ce50b1dc7f8d3816e93bf6aa0

Observation ee71b099-7a1f-488d-a272-a488dd21b966 · inbound

Quantum-Enhanced Single-Parameter Phase Estimation with Adaptive NOON States cites this paper.

Quantum-Enhanced Single-Parameter Phase Estimation with Adaptive NOON States PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 4

Resolution
verified exact
local_arxiv, observed 2026-05-21T00:39:17.911120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T00:35:57.766340Z digest=sha256:172de0f2e92016a0c49dc785a359bba069f18474b808857695885a890473f1a9

Observation 73dcdebe-10bf-4c66-be95-c05c16f4ccd4 · inbound

Quantum computing for effective nuclear lattice model cites this paper.

Quantum computing for effective nuclear lattice model PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 59

Resolution
verified exact
arxiv_id, observed 2026-05-10T15:14:44.342543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T13:48:18.726868Z digest=sha256:f127204a3752d645bd02e0268f5957ee8e2c9a4d1da3a90d8fdb60dabe933512

Observation b8be2783-b58f-4367-8fa6-0fd460940d32 · inbound

Parameter-efficient Quantum Multi-task Learning cites this paper.

Parameter-efficient Quantum Multi-task Learning PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 3

Resolution
metadata mismatch
arxiv_id, observed 2026-05-10T15:14:44.342543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T14:13:39.288961Z digest=sha256:f509beafb30bfd6d0072cf0327ec4b74fb466f5895d52f3f6dd1b7733db62809

Observation e80bcab5-aa4c-45c0-9345-9da800e3a262 · inbound

Design Space Exploration of Hybrid Quantum Neural Networks for Chronic Kidney Disease cites this paper.

Design Space Exploration of Hybrid Quantum Neural Networks for Chronic Kidney Disease PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 40

Resolution
verified exact
arxiv_id, observed 2026-05-10T15:14:44.342543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T13:53:48.911054Z digest=sha256:3163f9691f34723da5cd9ac26eb05b26afc3fe3cdb8f9e91e2303bbcbec0c6df

Observation 05d96b30-d983-4688-ac79-735e6ea03bbe · inbound

Magnitude Is All You Need? Rethinking Phase in Quantum Encoding of Complex SAR Data cites this paper.

Magnitude Is All You Need? Rethinking Phase in Quantum Encoding of Complex SAR Data PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 10

Resolution
verified exact
local_arxiv, observed 2026-05-11T11:21:01.427923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T15:00:50.722967Z digest=sha256:bf5457feeeb0338caec57d005309ba961704cc3d5be06ea07bdabdeccde63534

Observation ed426ed4-c43d-4ee5-8d8e-7d5a9be1f867 · inbound

Quantum-inspired tensor networks in machine learning models cites this paper.

Quantum-inspired tensor networks in machine learning models PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-05-10T15:14:44.342543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-10T13:50:22.375333Z digest=sha256:4b94d07e45131647484c61a77ea81c1c8b1827b07146b300453bafecc401d0ca

Observation cd88b85f-71a5-48a2-87c4-c3d7a58bda66 · inbound

Learning Cut Distributions with Quantum Optimization cites this paper.

Learning Cut Distributions with Quantum Optimization PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 42

Resolution
verified exact
arxiv_id, observed 2026-05-10T15:14:44.342543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T12:48:13.587108Z digest=sha256:75bb46f718005c2977ff61c375002a848ef391b4a0d7ff50da82c8f28d93ac7c

Observation 8bd35ab5-ab16-4cd8-9556-e7b76321e619 · inbound

Learning to Concatenate Quantum Codes cites this paper.

Learning to Concatenate Quantum Codes PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 35

Resolution
verified exact
arxiv_id, observed 2026-05-10T15:14:44.342543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T10:57:29.010024Z digest=sha256:060ff8d15c716c48d3ee7382458a5e27ebd0de2f1413677e37a1c5c1497ca77e

Observation 7d112ee3-b448-4f5c-aefc-b5e2ac9b7678 · inbound

QLLVM: A Scalable Quantum-Classical Co-Compilation Framework based on LLVM cites this paper.

QLLVM: A Scalable Quantum-Classical Co-Compilation Framework based on LLVM PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 32

Resolution
verified exact
arxiv_id, observed 2026-05-10T15:14:44.342543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T11:18:32.367920Z digest=sha256:d6c52d770d4dad7fb2548f91be55d924ba31cfb6231e325c2b09df7b3e9ad040

Observation 35101449-6f3a-41fc-a1fa-d1b16ef1b4fd · inbound

How Embeddings Shape Graph Neural Networks: Classical vs Quantum-Oriented Node Representations cites this paper.

How Embeddings Shape Graph Neural Networks: Classical vs Quantum-Oriented Node Representations PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-05-10T15:14:44.342543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T12:15:43.914184Z digest=sha256:5c30ff89f131e1c9dd894e5e189eb7f7b15af94456dbcd83aa965e216784df3e

Observation b1da318f-5b4e-49d6-981b-1931d2950c19 · inbound

Hydration Monitoring Using Urinary Biomarkers: A Hybrid Classical Quantum Predictive Modeling Framework cites this paper.

Hydration Monitoring Using Urinary Biomarkers: A Hybrid Classical Quantum Predictive Modeling Framework PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-05-10T15:14:44.342543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T11:55:30.553640Z digest=sha256:a30b65f16d196e23fc1d1994d7bb2f985cc1cdac9a436b3dcd9d3157f2b1f951

Observation bf5bb975-5171-402f-8e1f-9f8449741f7f · inbound

Classical and Quantum Machine Learning for Population-Level Prediction of Heat-Related Physiological Events cites this paper.

Classical and Quantum Machine Learning for Population-Level Prediction of Heat-Related Physiological Events PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 4

Resolution
verified exact
arxiv_id, observed 2026-05-10T15:14:44.342543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T12:03:49.714909Z digest=sha256:a6d8b88a5549816052975ea02e322b63d74470ea50d05753e90e2cd9aed79995

Observation e3dce0ac-2509-4b6e-a935-67554d152a27 · inbound

Observable-Guided Generator Selection for Improving Trainability in Quantum Machine Learning with a $ \mathfrak{g} $-Purity Interpretation under Restricted Settings cites this paper.

Observable-Guided Generator Selection for Improving Trainability in Quantum Machine Learning with a $ \mathfrak{g} $-Purity Interpretation under Restricted Settings PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 1

Resolution
verified exact
arxiv_id, observed 2026-05-10T15:14:44.342543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T09:01:09.607850Z digest=sha256:a640b1894f3714ccf8692c9158b320393efa840b731603eecf26dd73491a729a

Observation 83da0d26-e104-4a19-a1f3-0ced1ce48205 · inbound

Q-SINDy: Quantum-Kernel Sparse Identification of Nonlinear Dynamics with Provable Coefficient Debiasing cites this paper.

Q-SINDy: Quantum-Kernel Sparse Identification of Nonlinear Dynamics with Provable Coefficient Debiasing PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 5

Resolution
verified exact
arxiv_id, observed 2026-05-10T15:14:44.342543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T07:43:20.304427Z digest=sha256:861089c8c304cadf0d58d2a8cd44f1b8fdee172e95b037dbf5126682cf3badd7

Observation 6e545feb-91d3-4b2f-9b1f-6efbaa366e09 · inbound

Double Descent in Quantum Kernel Ridge Regression cites this paper.

Double Descent in Quantum Kernel Ridge Regression PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 53

Resolution
verified exact
arxiv_id, observed 2026-05-10T15:14:44.342543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T06:42:30.100063Z digest=sha256:92316b17b4cb80ede5dbaac65cfdd2a2059eb06b0a8d327f89f480dc5bdf0609

Observation 0f80e47a-a2a2-4c60-9aee-b66ec6cfbeb4 · inbound

Hierarchical Progressive Pauli Noise Modeling with Residual Compensation for Multi-Qubit Quantum Circuits cites this paper.

Hierarchical Progressive Pauli Noise Modeling with Residual Compensation for Multi-Qubit Quantum Circuits PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 28

Resolution
verified exact
arxiv_id, observed 2026-05-10T15:14:44.342543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T06:17:00.228593Z digest=sha256:1b3a1bcafc1589c2da2259baeb1c6227dc4c0e7bab62e32285f6535e73cdef49

Observation 79ca94ff-e69f-441e-be22-96e39f4bc09d · inbound

Continuous-time quantum-walk centrality for protein residue interaction networks cites this paper.

Continuous-time quantum-walk centrality for protein residue interaction networks PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 44

Resolution
metadata mismatch
arxiv_id, observed 2026-05-10T15:14:44.342543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T05:48:12.182168Z digest=sha256:c9e2e4d87485048821a48ea380d885375c702b59627df2b84b3adaef0cad57de

Observation b2c7398f-d8c6-49b9-9632-26356d6ed84a · inbound

Block-encodings as programming abstractions: The Eclipse Qrisp BlockEncoding Interface cites this paper.

Block-encodings as programming abstractions: The Eclipse Qrisp BlockEncoding Interface PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 18

Resolution
verified exact
arxiv_id, observed 2026-05-10T15:14:44.342543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T04:39:41.141085Z digest=sha256:8bb3376b8bdd5693d7c2987faee38ec749adc2db1a62a0f455cea04693e907a3

Observation 11b13fd4-5480-4519-8e3b-620e9a0fb57b · inbound

Warm-Start Quantum Approximate Optimization Algorithm for QAM MIMO Data Detection cites this paper.

Warm-Start Quantum Approximate Optimization Algorithm for QAM MIMO Data Detection PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 31

Resolution
verified exact
local_arxiv, observed 2026-05-11T12:26:03.751236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T03:41:32.284256Z digest=sha256:b963ae64bae9f91ee14567881cb65ce42998f661f1cf34c9647019059924eb1b

Observation b4876e76-fc0e-4d73-b2cd-bcd4b008cd1b · inbound

Physics-Informed Neural Networks for Maximizing Quantum Fisher Information in Time-Dependent Many-Body Systems cites this paper.

Physics-Informed Neural Networks for Maximizing Quantum Fisher Information in Time-Dependent Many-Body Systems PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 26

Resolution
metadata mismatch
arxiv_id, observed 2026-05-10T15:14:44.342543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T05:20:37.015709Z digest=sha256:e62c07a9d536ef65aef720784f6217d5db888ab90035eb2e6332ff0d8add2957

Observation 1bd9ea52-4a63-41a3-a6df-f859b19213bd · inbound

Lund Plane to Bloch (LP2B) Encoding for Object and Polarization Tagging with Quantum Jet Substructure cites this paper.

Lund Plane to Bloch (LP2B) Encoding for Object and Polarization Tagging with Quantum Jet Substructure PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 25

Resolution
verified exact
arxiv_id, observed 2026-05-10T15:14:44.342543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T13:20:58.270447Z digest=sha256:6d2e532f726699f10e129bb3805b3b2b9ce1eecbcb81ff285c81275e992c0db3

Observation c0c248ba-b133-42a3-9778-520a79a7d9de · inbound

Automated Quantum Software and AI Engineering cites this paper.

Automated Quantum Software and AI Engineering PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 50

Resolution
verified exact
local_arxiv, observed 2026-05-11T13:26:08.211272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T01:37:24.594859Z digest=sha256:b41be6ccc4346a505d5547c605de8bf3b274e8299ea2324ab34baee45393e739

Observation d447a2fe-902e-4e8b-a1f9-a47a45f16055 · inbound

Assessing System Capabilities and Bottlenecks of an Early Fault-Tolerant Bicycle Architecture cites this paper.

Assessing System Capabilities and Bottlenecks of an Early Fault-Tolerant Bicycle Architecture PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 19

Resolution
verified exact
local_arxiv, observed 2026-05-11T13:21:02.982348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T01:59:36.998867Z digest=sha256:8e04fb69ef85f80b47d3100dab3e11671c9a5ffbc99667a8933e31c6fc913cc3