Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-10T15:14:44.070015Z
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-10T15:14:44.070015Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-05T15:51:29.670648Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T02:28:24.338817Z
82 of 82 outbound references displayed
External citation measurements
233
pith, observed 2026-08-05T02:28:24.338817Z
Observation 9e28c653-658c-455d-ba14-11ea210a46a7 · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations Unresolved cited work
Reference 1
Source-reported events for the cited work
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Observation 3eb5beb8-c1e8-457a-8f94-8a11021f3e02 · outbound
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
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.
Observation 58b8196b-cdb1-4c5c-ab7b-82cea98c448b · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations real data
Reference 3
Source-reported events for the cited work
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Observation 204742f9-94e1-4b90-accb-dba89182e3fb · outbound
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
Source-reported events for the cited work
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Observation 5675f57e-19a6-41c5-8ff6-d033599247f9 · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations Unresolved cited work
Reference 5
Source-reported events for the cited work
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Observation ea0ab56d-8b65-42e7-bdc2-8e5a3aa98a44 · outbound
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
Source-reported events for the cited work
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Observation 94aa6f49-5349-4853-8f3d-60e50fd779ee · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations Step {i}: cost: {cost}
Reference 7
Source-reported events for the cited work
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Observation fba92178-7af1-43f5-a1ac-85626c98fe56 · outbound
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
Source-reported events for the cited work
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Observation 647474fc-09a6-4c7f-9b98-fef2c1dc9fa4 · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations default.qubit
Reference 9
Source-reported events for the cited work
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Observation c378de8a-ad66-4ccc-8a46-abf1d3026509 · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations A variational eigenvalue solver on a pho- tonic quantum processor
Reference 10
Source-reported events for the cited work
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Observation 4abce0a0-987f-4d9a-bd28-732572fe7a2a · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations A Quantum Approximate Optimization Algorithm
Reference 11
Source-reported events for the cited work
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Observation dd40a6a8-cfc0-45fc-9f37-12abbba4664a · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations Variational Quantum Factoring
Reference 12
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Observation e13d764d-8267-4865-a302-b1e7920cfb07 · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations Variational Quantum State Diagonalization
Reference 13
Source-reported events for the cited work
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Observation ec2668a0-9055-4de7-a656-525a81007818 · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations Quantum autoencoders for efficient compression of quantum data
Reference 14
Source-reported events for the cited work
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Observation 0ca108af-e753-4b91-b4d9-504060609d34 · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations QVECTOR: an algorithm for device-tailored quantum error correction
Reference 15
Source-reported events for the cited work
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Observation 57f086e3-99ec-4be0-abae-d9f85dc44c7e · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations A quantum algorithm to train neural networks using low-depth circuits
Reference 16
Source-reported events for the cited work
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Observation 94a98ae8-5ed1-4365-a79b-28cac2da06f4 · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations Classification with Quantum Neural Networks on Near Term Processors
Reference 17
Source-reported events for the cited work
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Observation e98b0e94-e3a4-483b-a2f8-267d3326fc1b · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations Quantum machine learning in feature Hilbert spaces
Reference 18
Source-reported events for the cited work
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Observation 55b8e024-81bf-446b-9e1a-4f693e44d276 · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations Quantum Circuit Learning
Reference 19
Source-reported events for the cited work
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PennyLane: Automatic differentiation of hybrid quantum-classical computations Circuit-centric quantum classifiers
Reference 20
Source-reported events for the cited work
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PennyLane: Automatic differentiation of hybrid quantum-classical computations Hierarchical quantum classifiers
Reference 21
Source-reported events for the cited work
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Observation 3c70a99d-e300-4c68-93cd-4a63f4ff89b4 · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations Differentiable Learning of Quantum Circuit Born Machine
Reference 22
Source-reported events for the cited work
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Observation 9b87c419-5f68-4943-b19a-dddbb772d69e · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations Quantum generative adversarial networks
Reference 23
Source-reported events for the cited work
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Observation 0d080b8f-5c49-4c0b-b5f9-613bdf7ec3bb · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations Supervised learning with quantum enhanced feature spaces
Reference 24
Source-reported events for the cited work
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Observation c49e83ec-37d2-40b7-9323-c90a783c7fe3 · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations Universal discriminative quantum neural networks
Reference 25
Source-reported events for the cited work
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Observation 74c5e08c-ee9d-4f18-bb0b-0c5e9f011095 · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations Continuous-variable quantum neural networks
Reference 26
Source-reported events for the cited work
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Observation 5a6fd7a4-8970-4f01-83d8-ea4d2542fe8b · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations Quantum optical neural networks
Reference 27
Source-reported events for the cited work
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Observation d6988f09-36d9-4420-ae4d-823ef92b2c3d · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations LIQUi|>: A Software Design Architecture and Domain-Specific Language for Quantum Computing
Reference 28
Source-reported events for the cited work
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Observation 3045aa3d-7791-4ffc-9ef1-72afffe1b5f6 · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations qHiPSTER: The Quantum High Performance Software Testing Environment
Reference 29
Source-reported events for the cited work
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Observation 8ffe572f-a7b9-46f0-89da-7dc2b2225a97 · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations Unresolved cited work
Reference 30
Source-reported events for the cited work
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Observation 8ff36178-8120-4e2b-90ec-2558d484ae93 · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations Pro- jectQ: an open source software framework for quantum com- puting
Reference 31
Source-reported events for the cited work
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Observation 1a7ed05d-db6f-4242-9546-6e2bbd9aff93 · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations Forest SDK
Reference 32
Source-reported events for the cited work
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Observation f5762534-8e1a-4956-a5c2-d08c4c05f27f · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations Quantum Development Kit
Reference 33
Source-reported events for the cited work
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Observation 024da35e-7d37-4695-b9e7-e09007beda13 · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations Strawberry Fields: A Software Platform for Photonic Quantum Computing
Reference 34
Source-reported events for the cited work
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Observation 70ca88fe-1a82-4241-a724-9e1fd7a5d859 · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations Unresolved cited work
Reference 35
Source-reported events for the cited work
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Observation 1e346e57-f6f5-4384-b85e-729f430b7683 · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations Quantum circuits with many photons on a programmable nanophotonic chip
Reference 36
Source-reported events for the cited work
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Observation e23e3043-7a03-4585-90fb-f8fa41e10ef4 · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations Amazon Braket
Reference 37
Source-reported events for the cited work
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Observation 889844ab-68f8-4bc6-a15d-8f35ee5e1eef · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations IBM Quantum Experience
Reference 38
Source-reported events for the cited work
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Observation 882f4406-02a2-4145-a346-121063c33800 · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations Quantum machine learning toolbox
Reference 39
Source-reported events for the cited work
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Observation 68dc1044-e0be-444a-a93c-083715a72b66 · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations A framework for algorithm deployment on cloud-based quantum computers
Reference 40
Source-reported events for the cited work
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Observation d5b6bc55-fa0e-4ff6-84cd-77f2f9af28c6 · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations TensorFlow Quantum: A Software Framework for Quantum Machine Learning
Reference 41
Source-reported events for the cited work
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Observation e317f8ac-3730-44c7-9b06-ca1c65d98612 · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations Yao. jl: Extensible, efficient framework for quantum algorithm de- sign
Reference 42
Source-reported events for the cited work
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Observation 87fcacb2-ad9f-4589-a7b8-cc921d7c8f5a · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations Autograd: Effortless gradients in numpy
Reference 43
Source-reported events for the cited work
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Observation 93eca568-468a-469a-ad7c-a9c4872599d7 · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations Tensor- Flow: a system for large-scale machine learning
Reference 44
Source-reported events for the cited work
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Observation 985642d0-3397-4b03-99aa-160f705b84b1 · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations Automatic dif- ferentiation in PyTorch
Reference 45
Source-reported events for the cited work
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Observation 04333aea-d2d8-40f4-af8d-c4666940479b · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations JAX: composable transformations of Python+NumPy programs
Reference 46
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.
Observation 0c6d313a-60d3-4cc7-a0e5-f2da4cb36d32 · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations Quantum generative adversarial learning
Reference 47
Source-reported events for the cited work
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Observation 4504fee0-44ef-4bf3-a2cb-2446cc530158 · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations Quantum computing with differentiable quantum transforms
Reference 48
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.
Observation 3af963c4-5847-471c-9a9b-232734bfe562 · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations thesis, Harvard University , Graduate School of Arts & Sciences (2016)
Reference 49
Source-reported events for the cited work
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Observation 725ca7b2-c769-4d0e-b50e-dbb71cba5625 · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations Automatic differen- tiation in machine learning: a survey
Reference 50
Source-reported events for the cited work
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Observation 51690f86-76e1-4e67-81fe-06ac9ff9f82c · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations The theory of variational hybrid quantum-classical algorithms
Reference 51
Source-reported events for the cited work
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Observation 1446d470-61f7-487f-8295-f76abb47cfd3 · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations The Expressive Power of Parameterized Quantum Circuits
Reference 52
Source-reported events for the cited work
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Observation 3e460a68-1591-4478-81e1-1e59b6a91c99 · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations Towards Quantum Machine Learning with Tensor Networks
Reference 53
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.
Observation 49e8efca-c464-4d48-89b5-8ff4ffcc0457 · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations PennyLane
Reference 54
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.
Observation 2984f3df-8b85-4d7b-bf6a-26458f9a8b0e · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations Efficient calculation of gradients in classical simulations of variational quantum algorithms
Reference 55
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.
Observation 28a39883-716a-41fc-8e63-0dda42c20f33 · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations Evaluating analytic gradients on quan- tum hardware
Reference 56
Source-reported events for the cited work
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Observation cbdd3022-c555-478c-b184-3894410cc1fa · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations General parameter-shift rules for quantum gradients
Reference 57
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.
Observation 00d7b9e8-e853-4e88-a1b6-d0a8fd9916c8 · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations Practical optimization for hybrid quantum-classical algorithms
Reference 58
Source-reported events for the cited work
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Observation db025480-71c9-45e1-95a0-ecc9c4348edb · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations Measuring analytic gradients of general quantum evolution with the stochastic parameter shift rule
Reference 59
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.
Observation f602f7e8-da8a-44de-baec-3b90105c077b · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations Qiskit Backend Specifications for OpenQASM and OpenPulse Experiments
Reference 60
Source-reported events for the cited work
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Observation 68719dd9-1f88-40eb-995d-1d9918724819 · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations PennyLane Qiskit plugin
Reference 61
Source-reported events for the cited work
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Observation 6ca69204-8774-411b-addf-3b848837cd6d · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations Quantum Natural Gradient
Reference 62
Source-reported events for the cited work
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Observation a00588cc-4aa9-434b-9799-522a7634f4be · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations Structure optimization for parameterized quan- tum circuits
Reference 63
Source-reported events for the cited work
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Observation 4600d51f-0ca6-4056-859d-e823bc03f74d · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations Operator Sampling for Shot-frugal Optimization in Variational Algorithms
Reference 64
Source-reported events for the cited work
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Observation 0897a152-0e8e-44b2-a77c-ce0519689beb · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations Optimizing quantum circuits with Riemannian gradient flow
Reference 65
Source-reported events for the cited work
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Observation 5db88934-9fb0-45c8-ac3f-a8ba394f893d · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations Differentiable quantum computational chemistry with PennyLane
Reference 66
Source-reported events for the cited work
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Observation 33de5592-b0de-4eda-86d7-7c09df4d305e · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations OpenFermion: The Electronic Structure Package for Quantum Computers
Reference 67
Source-reported events for the cited work
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Observation 8e40773c-7cc6-4967-ac92-db452428e1e7 · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations Pyscf: the python-based simulations of chemistry framework
Reference 68
Source-reported events for the cited work
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Observation 0088caac-f9b9-4037-8da2-2fa4506c2c0b · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations Psi4: an open-source ab initio elec- tronic structure program
Reference 69
Source-reported events for the cited work
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Observation 8f31fe2f-6b41-493b-8de9-04afe2192868 · outbound
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
Source-reported events for the cited work
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Observation b9c4511f-1fc9-4865-9ade-801618331c84 · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations Nvidia/cuquantum: cuquantum v22.03.0
Reference 71
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.
Observation 77a2446f-e0d4-4fa3-93a9-84da18459279 · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations PennyLane Strawberry Fields plugin
Reference 72
Source-reported events for the cited work
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Observation e86b793e-ca7b-4bbd-87af-033f868cb687 · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations A Practical Quantum Instruction Set Architecture
Reference 73
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.
Observation ad3bdb53-f3e8-4f53-9066-d2e515e825a7 · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations PennyLane Forest plugin
Reference 74
Source-reported events for the cited work
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Observation 123cb2c5-cb8f-4555-b283-8bc7b2c43d09 · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations PennyLane Cirq plugin
Reference 75
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.
Observation 42d454ce-bedf-41d4-b412-94d38bcb7e13 · outbound
PennyLane: Automatic differentiation of hybrid quantum-classical computations PennyLane ProjectQ plugin
Reference 76
Source-reported events for the cited work
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Reference 77
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Reference 78
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Reference 79
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Reference 80
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Reference 81
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Reference 82
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Reference 52
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Reference 28
Source-reported events for the cited work
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Reference 10
Source-reported events for the cited work
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Reference 57
Source-reported events for the cited work
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Reference 5
Source-reported events for the cited work
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Reference 69
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Quantum Circuit Design using a Progressive Widening Enhanced Monte Carlo Tree Search PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 58
Source-reported events for the cited work
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Reference 94
Source-reported events for the cited work
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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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Observation fd643129-43f3-4742-8049-4c813bc0ec4f · inbound
Compton Form Factor Extraction using Quantum Deep Neural Networks PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 82
Source-reported events for the cited work
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Observation 9d741ba0-ca0f-4469-8551-14f84bf04944 · inbound
The Lie Algebra of XY-mixer Topologies and Warm Starting QAOA for Constrained Optimization PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 83
Source-reported events for the cited work
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Observation fecdd7b2-4fa3-4406-8c25-09ba9ac413f2 · inbound
Learning Encodings by Maximizing State Distinguishability: Variational Quantum Error Correction PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 12
Source-reported events for the cited work
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Observation 47e9fd6b-78b6-45de-bced-c8f515764c6f · inbound
Gate Freezing Method for Gradient-Free Variational Quantum Algorithms in Circuit Optimization PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 48
Source-reported events for the cited work
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Observation b5fd587f-d427-414f-b63e-812177af4417 · inbound
Minimizing entanglement entropy for enhanced quantum state preparation PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 62
Source-reported events for the cited work
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Observation c594e207-2569-4125-a474-c68ad7d31287 · inbound
Inference of maximum parsimony phylogenetic trees with model-based classical and quantum methods PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 32
Source-reported events for the cited work
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Observation 0c427dbd-ad30-4aa0-a863-b39eb885acde · inbound
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
Source-reported events for the cited work
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Observation 145a56f4-59a7-48af-b212-827258d3808f · inbound
Towards Quantum Machine Learning for Malicious Code Analysis PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 11
Source-reported events for the cited work
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Observation 349702f0-e240-4cc4-a826-a82c6d91ff57 · inbound
QUAV: Quantum-Assisted Path Planning and Optimization for UAV Navigation with Obstacle Avoidance PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 21
Source-reported events for the cited work
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Observation 35ba3ccd-dea3-4c73-bc8d-7e066430512d · inbound
CircuitHunt: Automated Quantum Circuit Screening for Superior Credit-Card Fraud Detection PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 39878752-dc3b-4209-add1-4b9d448fa598 · inbound
Quantum Computer Benchmarking: An Explorative Systematic Literature Review PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 29
Source-reported events for the cited work
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Observation 48e5feef-cac2-4edb-a4c3-d83f3c1229d2 · inbound
Variational Quantum Circuits in Offline Contextual Bandit Problems PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 38
Source-reported events for the cited work
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Observation 0aa9d733-8104-4c06-858e-ec3e1ce7d90b · inbound
Quantum kernel and HHL-based support vector machines for multi-class classification PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 50
Source-reported events for the cited work
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Observation d585ec80-18e1-4c09-acf5-1aea05621e92 · inbound
Hybrid Quantum Neural Networks for Efficient Protein-Ligand Binding Affinity Prediction PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 62
Source-reported events for the cited work
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Observation 027c7440-fe57-48cf-96d5-716de623088e · inbound
Investigating the Lottery Ticket Hypothesis for Variational Quantum Circuits PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 5
Source-reported events for the cited work
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Observation 6a7053d6-f28e-4861-8237-bd95d800d172 · inbound
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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Observation 717b2698-6bd9-427b-add1-66ffe9f8530a · inbound
A Quantum Linear Systems Pathway for Solving Differential Equations PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 40
Source-reported events for the cited work
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Observation 8a664592-efaf-4bc5-9f49-20379a449c0d · inbound
Cobble: Compiling Block Encodings for Quantum Computational Linear Algebra PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 7
Source-reported events for the cited work
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Observation 409d343b-f861-4920-88c0-40ef934bcab7 · inbound
SoK: Critical Evaluation of Quantum Machine Learning for Adversarial Robustness PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 78
Source-reported events for the cited work
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Observation 8250e9c3-47fb-4e68-9436-18f947e5c19d · inbound
SoK: Critical Evaluation of Quantum Machine Learning for Adversarial Robustness PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 78
Source-reported events for the cited work
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Observation 7360b948-68be-4382-85cf-1d9729cc59ff · inbound
From Qubits to Couplings: A Hybrid Quantum Machine Learning Framework for LHC Physics PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 43
Source-reported events for the cited work
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Observation 4a2d47dd-a68c-49a5-bf29-5bb0d07fe980 · inbound
Quantum Masked Autoencoders for Vision Learning PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 3
Source-reported events for the cited work
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Observation 7e8ad38f-d707-4f40-986d-f9e906ce747a · inbound
Resource-Efficient Quantum Optimization via Higher-Order Encoding PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 70
Source-reported events for the cited work
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Observation 3253a9b3-8cd0-47de-a2e1-7b577b6a8b2d · inbound
Mitigating Barren Plateaus in Quantum Denoising Diffusion Probabilistic Model PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 24
Source-reported events for the cited work
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Symbolic Pauli Propagation for Gradient-Enabled Pre-Training of Quantum Circuits PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 18
Source-reported events for the cited work
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Observation 72932672-a19b-4dc3-8def-6edcb3fbc467 · inbound
DeepQuantum: A PyTorch-based Software Platform for Quantum Machine Learning and Photonic Quantum Computing PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 28
Source-reported events for the cited work
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Observation 20662cfc-7ea9-4889-b1d2-feb976487850 · inbound
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
Source-reported events for the cited work
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Observation 8e83e3f7-cf7a-4fb9-8193-ee092d1b9ad6 · inbound
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Reference 19
Source-reported events for the cited work
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A Methodological Analysis of Empirical Studies in Quantum Software Testing PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 14
Source-reported events for the cited work
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H-EFT-VA: An Effective-Field-Theory Variational Ansatz with Provable Barren Plateau Avoidance PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 6
Source-reported events for the cited work
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Quantum-Enhanced Convergence of Physics-Informed Neural Networks PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 34
Source-reported events for the cited work
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Reference 16
Source-reported events for the cited work
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Reference 2
Source-reported events for the cited work
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Observation 8a0a5286-6821-4b7b-accd-9603b41035f0 · inbound
Designing quantum technologies with a quantum computer PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 79
Source-reported events for the cited work
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Observation 45604f51-5de2-4c19-ac38-13af3fb4c0db · inbound
The Cross-Kernel Margin: A Robustness Measure for Quantum Kernel Methods PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 38
Source-reported events for the cited work
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Observation 552844c4-c9d1-4a87-a55f-ef4ac454252d · inbound
Quantum Phase Recognition via Quantum Attention Mechanism PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 64
Source-reported events for the cited work
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Reference 30
Source-reported events for the cited work
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Reference 28
Source-reported events for the cited work
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Reference 10
Source-reported events for the cited work
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Reference 6
Source-reported events for the cited work
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Reference 29
Source-reported events for the cited work
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Reference 29
Source-reported events for the cited work
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Observation c5d03090-9771-4de5-b179-4c3be1bb008d · inbound
Scaling Quantum Machine Learning without Tricks: Full-Resolution and Diverse Image Generation PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 74
Source-reported events for the cited work
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Observation 7438eae4-1f7c-45bf-a47e-0ab53aa8c98e · inbound
Practical Quantum Federated Learning for Privacy-Sensitive Healthcare: Communication Efficiency and Noise Resilience PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 22
Source-reported events for the cited work
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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
Source-reported events for the cited work
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Reference 36
Source-reported events for the cited work
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Observation fbe2adf0-41df-4328-b106-fe2d692cce34 · inbound
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Reference 12
Source-reported events for the cited work
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Reference 17
Source-reported events for the cited work
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Reference 12
Source-reported events for the cited work
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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
Source-reported events for the cited work
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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 PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 79
Source-reported events for the cited work
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Observation 10ece985-fade-451c-ad55-7fb379f9b4a7 · inbound
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Reference 33
Source-reported events for the cited work
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Observation dc9018a2-02ac-46a9-869f-69648339f6de · inbound
Shot-based quantum encoding: a data-loading paradigm for quantum neural networks PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 11d94393-87f1-4265-8b5f-02bec9cf5c61 · inbound
Stabilization Without Simplification: A Two-Dimensional Model of Software Evolution PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 3
Source-reported events for the cited work
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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 PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 3
Source-reported events for the cited work
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Observation 03470c4b-2d77-4962-9588-cef6cdb2cecf · inbound
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
Source-reported events for the cited work
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Observation 56f6a4d7-f057-4e8b-b828-b2503a3c21a2 · inbound
A hardware efficient quantum residual neural network without post-selection PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 33
Source-reported events for the cited work
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Observation d96f81d8-8962-43a2-8b18-2d96360c1b18 · inbound
A hardware efficient quantum residual neural network without post-selection PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 33
Source-reported events for the cited work
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Observation a6a5579f-78f3-4dde-96ac-ffc8dfb76189 · inbound
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
Source-reported events for the cited work
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Observation 7dd00e36-e124-42d6-a10b-15dc01ef65cf · inbound
Quantum Patches: Enhancing Robustness of Quantum Machine Learning Models PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 49
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.
Observation eec1e491-71ac-4a64-8592-f764dbc1a698 · inbound
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
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.
Observation 97642547-a4bd-4cc8-b845-cf2fc8226cb1 · inbound
Mitigating Barren Plateaus in Variational Quantum Circuits through PDE-Constrained Loss Functions PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 34
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.
Observation c53772ea-7fd5-452f-bc2b-548daa702e1a · inbound
Quantum Error Mitigation Strategies for Variational PDE-Constrained Circuits on Noisy Hardware PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 19
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.
Observation 2fd81429-ebde-41e7-be80-a72b4f775eac · inbound
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
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.
Observation 00880b64-041d-43f1-b54b-a38dbbb4a533 · inbound
Quantum Measurement Statistics as Bayesian Uncertainty Estimators for Physics-Constrained Learning PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 15
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.
Observation d0172751-1475-4db3-ac69-7f50bc071189 · inbound
QShield: Securing Neural Networks Against Adversarial Attacks using Quantum Circuits PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 4
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.
Observation b2ba5d77-6457-4610-99c6-916ee719b997 · inbound
QShield: Securing Neural Networks Against Adversarial Attacks using Quantum Circuits PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d5ccf299-4526-403f-b5b7-c14eba735da9 · inbound
Quantum-Enhanced Single-Parameter Phase Estimation with Adaptive NOON States PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 4
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.
Observation ee71b099-7a1f-488d-a272-a488dd21b966 · inbound
Quantum-Enhanced Single-Parameter Phase Estimation with Adaptive NOON States PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 4
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.
Observation 73dcdebe-10bf-4c66-be95-c05c16f4ccd4 · inbound
Quantum computing for effective nuclear lattice model PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 59
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.
Observation b8be2783-b58f-4367-8fa6-0fd460940d32 · inbound
Parameter-efficient Quantum Multi-task Learning PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 3
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.
Observation e80bcab5-aa4c-45c0-9345-9da800e3a262 · inbound
Design Space Exploration of Hybrid Quantum Neural Networks for Chronic Kidney Disease PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 40
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.
Observation 05d96b30-d983-4688-ac79-735e6ea03bbe · inbound
Magnitude Is All You Need? Rethinking Phase in Quantum Encoding of Complex SAR Data PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 10
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.
Observation ed426ed4-c43d-4ee5-8d8e-7d5a9be1f867 · inbound
Quantum-inspired tensor networks in machine learning models PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 9
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.
Observation cd88b85f-71a5-48a2-87c4-c3d7a58bda66 · inbound
Learning Cut Distributions with Quantum Optimization PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 42
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.
Observation 8bd35ab5-ab16-4cd8-9556-e7b76321e619 · inbound
Learning to Concatenate Quantum Codes PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 35
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.
Observation 7d112ee3-b448-4f5c-aefc-b5e2ac9b7678 · inbound
QLLVM: A Scalable Quantum-Classical Co-Compilation Framework based on LLVM PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 32
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.
Observation 35101449-6f3a-41fc-a1fa-d1b16ef1b4fd · inbound
How Embeddings Shape Graph Neural Networks: Classical vs Quantum-Oriented Node Representations PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 15
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.
Observation b1da318f-5b4e-49d6-981b-1931d2950c19 · inbound
Hydration Monitoring Using Urinary Biomarkers: A Hybrid Classical Quantum Predictive Modeling Framework PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 14
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.
Observation bf5bb975-5171-402f-8e1f-9f8449741f7f · inbound
Classical and Quantum Machine Learning for Population-Level Prediction of Heat-Related Physiological Events PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 4
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.
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 PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 1
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.
Observation 83da0d26-e104-4a19-a1f3-0ced1ce48205 · inbound
Q-SINDy: Quantum-Kernel Sparse Identification of Nonlinear Dynamics with Provable Coefficient Debiasing PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 5
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.
Observation 6e545feb-91d3-4b2f-9b1f-6efbaa366e09 · inbound
Double Descent in Quantum Kernel Ridge Regression PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 53
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.
Observation 0f80e47a-a2a2-4c60-9aee-b66ec6cfbeb4 · inbound
Hierarchical Progressive Pauli Noise Modeling with Residual Compensation for Multi-Qubit Quantum Circuits PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 28
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.
Observation 79ca94ff-e69f-441e-be22-96e39f4bc09d · inbound
Continuous-time quantum-walk centrality for protein residue interaction networks PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 44
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.
Observation b2c7398f-d8c6-49b9-9632-26356d6ed84a · inbound
Block-encodings as programming abstractions: The Eclipse Qrisp BlockEncoding Interface PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 18
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.
Observation 11b13fd4-5480-4519-8e3b-620e9a0fb57b · inbound
Warm-Start Quantum Approximate Optimization Algorithm for QAM MIMO Data Detection PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 31
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.
Observation b4876e76-fc0e-4d73-b2cd-bcd4b008cd1b · inbound
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
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.
Observation 1bd9ea52-4a63-41a3-a6df-f859b19213bd · inbound
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
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.
Observation c0c248ba-b133-42a3-9778-520a79a7d9de · inbound
Automated Quantum Software and AI Engineering PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 50
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.
Observation d447a2fe-902e-4e8b-a1f9-a47a45f16055 · inbound
Assessing System Capabilities and Bottlenecks of an Early Fault-Tolerant Bicycle Architecture PennyLane: Automatic differentiation of hybrid quantum-classical computations
Reference 19
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.