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Paper Citation Record · LEDGER

TensorFlow Quantum: A Software Framework for Quantum Machine Learning

As of 12 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 33 inbound Pith citation observations for arXiv:2003.02989.

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

pith.paper-citation-record.v1
2003.02989 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 33 of 33 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T15:10:19.620315Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-10T06:15:00.866473Z

Reference resolution

0 of 0 outbound references displayed

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External citation measurements

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Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

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

PennyLane: Automatic differentiation of hybrid quantum-classical computations cites this paper.

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

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T15:14:44.070015Z digest=sha256:504238a11507ac0bda240f099256af8673ff23c432aff4e8a6eba66535e1f61f

Observation 2bb720d7-2efd-4633-a912-6c62b4a4a64b · inbound

Quantum Information Processing, Sensing and Communications: Their Myths, Realities and Futures cites this paper.

Quantum Information Processing, Sensing and Communications: Their Myths, Realities and Futures TensorFlow Quantum: A Software Framework for Quantum Machine Learning

Reference 221

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no resolver link, observed 2026-08-12T04:53:15.299584Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T04:53:15.299584Z digest=sha256:b18435c4f7979456bae554dd535f024be03a5e3f931642808a90b0c630ff03ff

Observation 098cb782-2b39-4913-b968-02eed3d45598 · inbound

Variational quantum compiling for three-qubit gates design in quantum dots cites this paper.

Variational quantum compiling for three-qubit gates design in quantum dots TensorFlow Quantum: A Software Framework for Quantum Machine Learning

Reference 51

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no resolver link, observed 2026-08-11T19:57:03.326243Z

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source=pdf_text observed=2026-08-11T19:57:03.326243Z digest=sha256:e2112e48791ac55ccd61d0c8ecd08eda592197eb307aebb1384cf1b66db500cc

Observation 9bb9a9fa-6c16-4423-bc48-b489ba43ece1 · inbound

Comprehensive Survey of QML: From Data Analysis to Algorithmic Advancements cites this paper.

Comprehensive Survey of QML: From Data Analysis to Algorithmic Advancements TensorFlow Quantum: A Software Framework for Quantum Machine Learning

Reference 212

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no resolver link, observed 2026-08-10T19:58:52.091839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T19:58:52.091839Z digest=sha256:cdab4a780aa70aae2685d1b88bff28c08ddfdc6d96255d69333f4fded60a53fd

Observation 090b1118-37a0-497b-bd16-27444d130b88 · inbound

Quantum Machine Learning: A Hands-on Tutorial for Machine Learning Practitioners and Researchers cites this paper.

Quantum Machine Learning: A Hands-on Tutorial for Machine Learning Practitioners and Researchers TensorFlow Quantum: A Software Framework for Quantum Machine Learning

Reference 64

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no resolver link, observed 2026-08-09T16:30:39.791944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T16:30:39.791944Z digest=sha256:33d0ce7e7e5e319ed6223538078d2e3450298ea88eb852c719d79bd5b53100cc

Observation 6093f7a7-6eab-4151-af63-1cfce776ab98 · inbound

Deep learning inference with the Event Horizon Telescope II. The Zingularity framework for Bayesian artificial neural networks cites this paper.

Deep learning inference with the Event Horizon Telescope II. The Zingularity framework for Bayesian artificial neural networks TensorFlow Quantum: A Software Framework for Quantum Machine Learning

Reference 21

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no resolver link, observed 2026-08-07T00:33:36.547621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:33:36.547621Z digest=sha256:f47dde1cdb4ab5d6983baca0bc06ff008bf716824ff1daa286e0d504d06d6595

Observation f874d20d-ead9-460c-8c7f-9554f41fe663 · inbound

A Survey of Quantum Generative Adversarial Networks: Architectures, Use Cases, and Real-World Implementations cites this paper.

A Survey of Quantum Generative Adversarial Networks: Architectures, Use Cases, and Real-World Implementations TensorFlow Quantum: A Software Framework for Quantum Machine Learning

Reference 16

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no resolver link, observed 2026-08-06T23:27:19.716722Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:27:19.716722Z digest=sha256:b4ef5d4e74dc93de6b72b9c007a496cd834192466df1f92a9ac00f65ed2af874

Observation 527721bd-f059-4e0d-81db-4274481df856 · inbound

Feature Prediction in Quantum Graph Recurrent Neural Networks with Applications in Information Hiding cites this paper.

Feature Prediction in Quantum Graph Recurrent Neural Networks with Applications in Information Hiding TensorFlow Quantum: A Software Framework for Quantum Machine Learning

Reference 16

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source=pdf_text observed=2026-08-06T21:56:03.194554Z digest=sha256:bf9202333e75d6f064078a7328374a79c5dc278a6dbaa5c629a2c9f32e70b4d0

Observation 1f0bbbc1-430a-48d0-bdc5-21b12bca8884 · inbound

Quantum and Hybrid Machine-Learning Models for Materials-Science Tasks cites this paper.

Quantum and Hybrid Machine-Learning Models for Materials-Science Tasks TensorFlow Quantum: A Software Framework for Quantum Machine Learning

Reference 31

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:30:06.723889Z digest=sha256:3690b94663f44fcb2875f8b70e4b7fda277635adc6503ebb4e15438f5bd145b8

Observation f82a984c-8693-4b07-870b-b9ad5e850651 · inbound

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

Towards Quantum Machine Learning for Malicious Code Analysis TensorFlow Quantum: A Software Framework for Quantum Machine Learning

Reference 12

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no resolver link, observed 2026-08-05T15:51:29.674099Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:51:29.674099Z digest=sha256:08ae82b676f331a03817dc82a697bfd075d2020393b305eb47f7b7af8d9cd706

Observation 74f52262-8a0b-4740-abb1-6dd320ecd374 · inbound

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

Variational Quantum Circuits in Offline Contextual Bandit Problems TensorFlow Quantum: A Software Framework for Quantum Machine Learning

Reference 34

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no resolver link, observed 2026-08-04T22:01:58.037150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T22:01:58.037150Z digest=sha256:e71dae46904b2af88969c67c6d8c92fd933a724eee32398bef10e68283d266b8

Observation 28f5d017-0e5f-45c6-8f20-88a4b2c38fd4 · 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 TensorFlow Quantum: A Software Framework for Quantum Machine Learning

Reference 29

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arxiv_id, observed 2026-05-16T21:08:33.003233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-16T21:04:13.847669Z digest=sha256:f843b2979165b6dadbb653c8da38a280adf0d6d288ae69e70be2788ff9ca0973

Observation 53c7de0d-c0d8-4d67-b66e-f4dc44b5587e · inbound

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

DistributedEstimator: Distributed Training of Quantum Neural Networks via Circuit Cutting TensorFlow Quantum: A Software Framework for Quantum Machine Learning

Reference 30

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arxiv_id, observed 2026-05-15T21:46:43.198219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-15T21:43:06.021456Z digest=sha256:b632bc78d16f8588c5824eb64c3b213c3c8d41e405cfcf60842e0fd4ceee2cbc

Observation 009c26ba-885c-4dbd-8bf4-6e6b00386529 · inbound

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

DistributedEstimator: Distributed Training of Quantum Neural Networks via Circuit Cutting TensorFlow Quantum: A Software Framework for Quantum Machine Learning

Reference 30

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T22:39:55.683520Z digest=sha256:8d74e26acb4eb69f1f980776becb950870c756e06722bcde4fbf71019f9c905d

Observation 87ee8ae6-4a4b-4b0a-b5e3-f0d60dce6d19 · 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 TensorFlow Quantum: A Software Framework for Quantum Machine Learning

Reference 10

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arxiv_id, observed 2026-05-10T20:05:46.126059Z

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-05-10T20:00:56.095201Z digest=sha256:987ed0211a2fb551191ea0b190cdacd0385d2976217c9a9ede139b7967090476

Observation f8709bff-90f5-45a2-89e6-0c74f4436450 · inbound

Bridge the Gap between Classical and Quantum Neural Networks with Residual Connections cites this paper.

Bridge the Gap between Classical and Quantum Neural Networks with Residual Connections TensorFlow Quantum: A Software Framework for Quantum Machine Learning

Reference 22

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arxiv_id, observed 2026-05-10T08:58:12.867493Z

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:53:16.067341Z digest=sha256:6074cb260ca8a67bcc130bff537dd639f89b04589463ddf0355dd55902830898

Observation 5b64af6b-0974-446f-a808-b3788f435971 · inbound

Automated Quantum Software and AI Engineering cites this paper.

Automated Quantum Software and AI Engineering TensorFlow Quantum: A Software Framework for Quantum Machine Learning

Reference 48

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arxiv_id, observed 2026-05-11T13:26:08.192826Z

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T01:37:24.594859Z digest=sha256:308f91f980052763b5138be4699a9e5a80e4a9d2bbf601ca7a3cf7fbd557f597

Observation 297fca1a-2cca-4285-992c-51364fd0ecf4 · inbound

Software Between Quantum and Machine Learning -- And Down to Pulses cites this paper.

Software Between Quantum and Machine Learning -- And Down to Pulses TensorFlow Quantum: A Software Framework for Quantum Machine Learning

Reference 39

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arxiv_id, observed 2026-05-21T04:34:34.430335Z

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-21T04:34:27.570372Z digest=sha256:63f22d3ac1d0109842d37630ee34e91b52d73efa8f4680fd787bd19bb6fa8113

Observation 5e8af237-8064-4734-83a1-4ac9a58e9e1a · inbound

Software Between Quantum and Machine Learning -- And Down to Pulses cites this paper.

Software Between Quantum and Machine Learning -- And Down to Pulses TensorFlow Quantum: A Software Framework for Quantum Machine Learning

Reference 39

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arxiv_id, observed 2026-07-01T15:05:48.498838Z

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-30T17:35:15.957183Z digest=sha256:c02dcfeec96cabbebc485417bce637938b73060d1d463a8968eeec3edffc125f

Observation c688a20b-b8c6-4340-b783-d17a7f7867b3 · inbound

Verifying Adversarial Robustness in Quantum Machine Learning: from theory to physical validation via a software tool cites this paper.

Verifying Adversarial Robustness in Quantum Machine Learning: from theory to physical validation via a software tool TensorFlow Quantum: A Software Framework for Quantum Machine Learning

Reference 11

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arxiv_id, observed 2026-06-29T07:13:16.782950Z

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-29T07:06:14.748337Z digest=sha256:077b11dcab2979213f0841fb86f33a80f35071db2fdfb6e542c4d284d672f75f

Observation fb9a40b3-891a-45bf-852b-f646e9d5a98a · inbound

Research progress on quantum neural networks and quantum machine learning cites this paper.

Research progress on quantum neural networks and quantum machine learning TensorFlow Quantum: A Software Framework for Quantum Machine Learning

Reference 29

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arxiv_id, observed 2026-07-01T19:26:00.865202Z

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-28T22:25:46.780183Z digest=sha256:e0bf047ab5f9b005ed6482366cc8daa5bce848f761112663d2a9bb8b62b30c72

Observation 2dc311da-02bb-4e24-a88a-f0e94f2bc717 · inbound

Efficient and Expressive Boundary Conditions in Quantum Lattice Boltzmann Methods cites this paper.

Efficient and Expressive Boundary Conditions in Quantum Lattice Boltzmann Methods TensorFlow Quantum: A Software Framework for Quantum Machine Learning

Reference 50

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arxiv_id, observed 2026-07-01T21:36:15.770613Z

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-06-28T16:33:45.168692Z digest=sha256:43431431892af414ff4333bb16ea6ca904745d2bc7d857666aa78ea0294bcfba

Observation 3b903bfe-d30c-4173-8143-e6ce34593e46 · inbound

CARVE-Q: Quantum-Proposed, Classically Certified Interactive Driving Repair cites this paper.

CARVE-Q: Quantum-Proposed, Classically Certified Interactive Driving Repair TensorFlow Quantum: A Software Framework for Quantum Machine Learning

Reference 14

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arxiv_id, observed 2026-07-02T07:56:47.645769Z

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source=arxiv_source observed=2026-06-28T06:29:48.366093Z digest=sha256:0129227c6c54967fd58ba419cfe7bf4d7217349ded0dcf334d6eba2d9e8f3d98

Observation 2aba3fe8-d1ec-4f7e-8bc2-bdca64a30fea · inbound

Repair Before Veto, When Repair Is Hidden: Quantum-Accessible Features for Repair-Augmented Constraint Learning cites this paper.

Repair Before Veto, When Repair Is Hidden: Quantum-Accessible Features for Repair-Augmented Constraint Learning TensorFlow Quantum: A Software Framework for Quantum Machine Learning

Reference 23

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arxiv_id, observed 2026-07-02T21:17:24.749911Z

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source=arxiv_source observed=2026-06-27T19:50:46.774785Z digest=sha256:08567afd17a2730dafaf0589e35096c53a96048d387d9189a285f84c1e50d16c

Observation d9525460-6632-4f50-95ff-87030cd90b5d · inbound

Compression-Driven Anomaly Detection in Brain MRI Using an Interpretable Quantum Autoencoder cites this paper.

Compression-Driven Anomaly Detection in Brain MRI Using an Interpretable Quantum Autoencoder TensorFlow Quantum: A Software Framework for Quantum Machine Learning

Reference 15

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arxiv_id, observed 2026-06-29T02:12:59.853456Z

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-29T02:10:38.259514Z digest=sha256:6a538719afb1979ce8af8e532971c83e53559b71b0c05cf6e85854b1db1b9acd

Observation 519724ea-c5a1-4566-81d1-fec7c2215961 · inbound

Hybrid Quantum-Classical Neural Networks for Recognizing Quantum Phases cites this paper.

Hybrid Quantum-Classical Neural Networks for Recognizing Quantum Phases TensorFlow Quantum: A Software Framework for Quantum Machine Learning

Reference 43

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arxiv_id, observed 2026-07-01T17:35:51.089903Z

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-29T03:38:07.505166Z digest=sha256:29c890063cd5aa79b93539d69f25a24b8b252e44dc0c9ffbe5977f9703ca90a4

Observation 9cefd65d-d4b1-41a3-bef2-bf887badd5d1 · inbound

ORBIT-Q: Dual-axis benchmarking of autonomous agents in scientific quantum programming cites this paper.

ORBIT-Q: Dual-axis benchmarking of autonomous agents in scientific quantum programming TensorFlow Quantum: A Software Framework for Quantum Machine Learning

Reference 19

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source=pdf_text observed=2026-07-12T04:53:29.361437Z digest=sha256:5c2423d4177b2e6009dfdd61efbe6ba3f7b05e10be25797eaed00a62727ba0f5

Observation dffb476c-7b94-4621-971d-a00629cc88e5 · inbound

GPU-Accelerated Host-Aware Dead-Measurement Detection in Hybrid Quantum--Classical Programs: Full Version cites this paper.

GPU-Accelerated Host-Aware Dead-Measurement Detection in Hybrid Quantum--Classical Programs: Full Version TensorFlow Quantum: A Software Framework for Quantum Machine Learning

Reference 9

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no resolver link, observed 2026-07-14T01:19:54.686343Z

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source=pdf_text observed=2026-07-14T01:19:54.686343Z digest=sha256:04d934ce36779ed9d81126e4a11e8a814aa52816e667631c146e92128309368b

Observation 17bca2a0-49ca-4220-9fb0-3b6d8d52c6bd · inbound

Precision quantum simulation of magnon spectra and interactions cites this paper.

Precision quantum simulation of magnon spectra and interactions TensorFlow Quantum: A Software Framework for Quantum Machine Learning

Reference 52

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source=pdf_text observed=2026-08-02T05:40:47.556250Z digest=sha256:73a22a8b7078f0eb053a8810ec54aac02bdcacb4a47fc58f767ffd84e9b7fe13

Observation d0dca85c-5e45-4664-b267-73794c6f8002 · inbound

A generalized variational quantum linear solver on photonic platform cites this paper.

A generalized variational quantum linear solver on photonic platform TensorFlow Quantum: A Software Framework for Quantum Machine Learning

Reference 8

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source=pdf_text observed=2026-08-02T02:04:58.207905Z digest=sha256:78db2203a11b56d2960c53484b65167cf2d450aa701da17705bcfa5714da9a6a

Observation 4fc276dd-42b8-4bc6-bb75-ab9a9477e2df · inbound

High-rate qLDPC processors cites this paper.

High-rate qLDPC processors TensorFlow Quantum: A Software Framework for Quantum Machine Learning

Reference 100

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no resolver link, observed 2026-08-03T00:27:29.449075Z

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source=arxiv_source observed=2026-08-03T00:27:29.449075Z digest=sha256:1ac61461ee4de4b31ba999f0138df0513aa4fb32203ae22b3aa6bf28c9477e5c

Observation 4a2df923-96e4-4c9c-873c-adce7805f814 · inbound

Hybrid Quantum Neural Networks: Theory, Implementations, and Applications cites this paper.

Hybrid Quantum Neural Networks: Theory, Implementations, and Applications TensorFlow Quantum: A Software Framework for Quantum Machine Learning

Reference 273

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no resolver link, observed 2026-08-06T00:30:47.740774Z

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source=pdf_text observed=2026-08-06T00:30:47.740774Z digest=sha256:e586a760a54809970b0e87561f4ba52be9879075acb36ea26c284a467434aed3

Observation 85649ba3-7d78-4690-91f1-47b1e5816be6 · inbound

From Pattern Detection to Composition Analysis in Quantum Software cites this paper.

From Pattern Detection to Composition Analysis in Quantum Software TensorFlow Quantum: A Software Framework for Quantum Machine Learning

Reference 29

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no resolver link, observed 2026-08-12T15:10:19.620315Z

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source=pdf_text observed=2026-08-12T15:10:19.620315Z digest=sha256:363f32fff0da38e0f1353a420d243b7c430c7858be8132fda116a07281c871d8