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Paper Citation Record · LEDGER

From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation

As of 7 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2608.00084.

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

pith.paper-citation-record.v1
2608.00084 v1

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T01:26:35.846713Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

46 of 46 outbound references displayed

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External citation measurements

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Outbound references

Observation ddf1a11b-d118-4093-aabc-e368fc43e7fb · outbound

This paper cites Verification guides reconstruction, selection, and training throughout PixCell, and so better verification metrics are crucial.

From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Verification guides reconstruction, selection, and training throughout PixCell, and so better verification metrics are crucial

Reference 1

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source=pdf_text observed=2026-08-04T01:26:33.511536Z digest=sha256:935ed75f8ea236e7a4cdb6657761bb7be7e3d5f232def0f9afc7e6785fd3ee8d

Observation 336dabe8-8eac-4ebb-8311-67298cf45c52 · outbound

This paper cites This connects the parametric freedom demonstrated in Sec.

From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation This connects the parametric freedom demonstrated in Sec

Reference 2

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source=pdf_text observed=2026-08-04T01:26:33.594235Z digest=sha256:a2baaf198e41bb4c4dae5907d80a41d6aab2cb5572ab1e23c54d5e1ae045f530

Observation 74e4ddc9-38c3-48c5-a1dd-c214be492b40 · outbound

This paper cites This supports controlled study of what a model learns from pixels, calibration, and program structure.

From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation This supports controlled study of what a model learns from pixels, calibration, and program structure

Reference 3

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source=pdf_text observed=2026-08-04T01:26:33.675469Z digest=sha256:78791f130ee69bbeabbf1c995ca326d2d9afe86f6ef377465deeaaac0a61cdb8

Observation 73f80702-c8df-4250-9b2f-be2111d5d252 · outbound

This paper cites This extends the single open-weight training lineage studied here towards smaller, reproducible systems.

From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation This extends the single open-weight training lineage studied here towards smaller, reproducible systems

Reference 4

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source=pdf_text observed=2026-08-04T01:26:33.745293Z digest=sha256:ce5b857734d348614b77a806a857301f57024e471622b7e45cc2113ae327711f

Observation e32bbcd5-66c7-42a2-b0e9-58cd35586053 · outbound

This paper cites ReAct: Synergizing Reasoning and Acting in Language Models.

From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation ReAct: Synergizing Reasoning and Acting in Language Models

Reference 5

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source=pdf_text observed=2026-08-04T01:26:33.851432Z digest=sha256:1512365a580fa3bfe983d17802d94a361de828ef6cc85b5a7cf23be1cf7d3408

Observation 2ed2d7b3-2a73-4f57-916e-a56e53f678a3 · outbound

This paper cites an unresolved cited work.

From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Unresolved cited work

Reference 6

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source=pdf_text observed=2026-08-04T01:26:33.946726Z digest=sha256:a92060392fa33469049b88d6b5567b5fef93c6c2fdb6166aa02c848f2df94a2f

Observation 86d85ca2-f767-4456-bc06-46d38bd40c89 · outbound

This paper cites Measuring AI Ability to Complete Long Software Tasks.

From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Measuring AI Ability to Complete Long Software Tasks

Reference 7

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source=pdf_text observed=2026-08-04T01:26:33.966836Z digest=sha256:b46ef9f2639082d97737e020920b156073c635d82e6b2ddd7e6788e6ce915a4b

Observation ee0d6439-0a0f-48ad-bfc0-a96809012ee1 · outbound

This paper cites AlphaEvolve: A coding agent for scientific and algorithmic discovery.

From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation AlphaEvolve: A coding agent for scientific and algorithmic discovery

Reference 8

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source=pdf_text observed=2026-08-04T01:26:33.995189Z digest=sha256:f347db5d921be5b85a3d61ddf1e13daf263d479d2bb9a9b102eef6a7c63dd11e

Observation 08394518-e02f-4307-be6f-4866c15ae511 · outbound

This paper cites GPT-4 Technical Report.

From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation GPT-4 Technical Report

Reference 9

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source=pdf_text observed=2026-08-04T01:26:34.033704Z digest=sha256:26c07b62ff1807590eedb06e3b4587c969f8effa75b8128d1d4ae74e1aad4c61

Observation 08d9f9a9-92fa-45d1-8cce-0d25d33950bb · outbound

This paper cites an unresolved cited work.

From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Unresolved cited work

Reference 10

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Observation 80221742-8483-4e25-81f9-a4e493604f00 · outbound

This paper cites an unresolved cited work.

From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Unresolved cited work

Reference 11

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source=pdf_text observed=2026-08-04T01:26:34.118349Z digest=sha256:a4bee3a46f8183c9b9bbb8d7eb9d4e0a2b75024a129bf3a6d0f74e23f129625f

Observation a0183406-1391-4a56-8afc-7566c8c4627c · outbound

This paper cites Chrostowski and M.

From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Chrostowski and M

Reference 12

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Observation ca91c39f-a887-420d-933b-8970224ec275 · outbound

This paper cites Bogaerts and L.

From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Bogaerts and L

Reference 13

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source=pdf_text observed=2026-08-04T01:26:34.187211Z digest=sha256:dfbe5b9f3945ee50ee0fd2eb1f24c982513a07d703067f7b53086575c0a9c4bd

Observation 89673bb6-0a10-4b57-9bfb-535c8cce8ef0 · outbound

This paper cites Matres et al., GDSFactory: a Python library for chip design, https://github.com/gdsfactory/gdsfactory (2026), version 9.20.7; accessed July 28, 2026.

From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Matres et al., GDSFactory: a Python library for chip design, https://github.com/gdsfactory/gdsfactory (2026), version 9.20.7; accessed July 28, 2026

Reference 14

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Observation c536c3ff-5a8d-4bb3-b79d-0a7107c1e503 · outbound

This paper cites an unresolved cited work.

From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Unresolved cited work

Reference 15

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source=pdf_text observed=2026-08-04T01:26:34.245680Z digest=sha256:6672d1dd70eec00364535b249c1d88bbab038db6540caec16a5fe27fda33a95d

Observation 5e93d55d-c0e7-4a08-8fde-b4e79cd29104 · outbound

This paper cites Sharma, Y.

From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Sharma, Y

Reference 16

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source=pdf_text observed=2026-08-04T01:26:34.301438Z digest=sha256:0a54ef827187379064a5dbbf6090708b18e4d59d667068fcd8b4926409790136

Observation 93707bfb-d03c-4156-912f-7cb02783ad50 · outbound

This paper cites Autonomous agentic design for photonics.

From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Autonomous agentic design for photonics

Reference 17

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Observation 0ef25b30-c476-4c7c-a175-875aae538b9b · outbound

This paper cites an unresolved cited work.

From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Unresolved cited work

Reference 18

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Observation 0f5c83e3-a86e-48c8-93ce-058a26e6d551 · outbound

This paper cites Chaudhuri, K.

From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Chaudhuri, K

Reference 19

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Observation d7507e87-ac8d-45c8-96da-f32eb81816bf · outbound

This paper cites Ellis, D.

From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Ellis, D

Reference 20

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Observation c0bf6e6e-6bf5-4fd6-bd8a-2998f1e881c6 · outbound

This paper cites an unresolved cited work.

From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Unresolved cited work

Reference 21

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source=pdf_text observed=2026-08-04T01:26:34.571511Z digest=sha256:937db3a1addb5e5b36e03942e2bebe8834c41fbbd79a2af210f6d8ee0e56a996

Observation 28bd3af4-1cc3-4f82-a865-42867ae96eac · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 22

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Observation d6f276dc-41d6-447a-ba7e-2d1ebf2b05bb · outbound

This paper cites an unresolved cited work.

From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Unresolved cited work

Reference 23

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Observation 3c72d33e-2b07-4430-8265-55fbb7c8d951 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Training Verifiers to Solve Math Word Problems

Reference 24

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Observation 7587f49d-d574-4dc5-b3ce-786abb58befe · outbound

This paper cites Large Language Monkeys: Scaling Inference Compute with Repeated Sampling.

From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Large Language Monkeys: Scaling Inference Compute with Repeated Sampling

Reference 25

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Observation 288e89ca-5614-480c-a9cc-1aedb2c0b2ba · outbound

This paper cites Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters.

From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters

Reference 26

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Observation b1beb661-af27-463c-be70-a12a193869c8 · outbound

This paper cites Wei, Asymmetry of verification and veri- fier’s rule, https://www.jasonwei.net/blog/ asymmetry-of-verification-and-verifiers-law (2025).

From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Wei, Asymmetry of verification and veri- fier’s rule, https://www.jasonwei.net/blog/ asymmetry-of-verification-and-verifiers-law (2025)

Reference 27

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Observation f759063e-d3cd-4af7-9bcc-e6e1fcd6c8d6 · outbound

This paper cites Learning Only with Images: Visual Reinforcement Learning with Reasoning, Rendering, and Visual Feedback.

From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Learning Only with Images: Visual Reinforcement Learning with Reasoning, Rendering, and Visual Feedback

Reference 28

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Observation 70d381ae-3ce9-451b-8418-756d5029903f · outbound

This paper cites an unresolved cited work.

From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Unresolved cited work

Reference 29

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Observation 501fe0dc-d2c3-41af-ab90-c1ae5d394e72 · outbound

This paper cites an unresolved cited work.

From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Unresolved cited work

Reference 30

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source=pdf_text observed=2026-08-04T01:26:34.905322Z digest=sha256:c281b617d480a767430cea3a11014bfe4106dc6a7ad606dea0c2974324789bee

Observation a68349b3-589d-4abd-9c1f-90173f2b66a8 · outbound

This paper cites Malka, Y.

From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Malka, Y

Reference 31

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source=pdf_text observed=2026-08-04T01:26:35.000429Z digest=sha256:2011047494cee691a5f28e7b0879cb37141d1131e364ef1a007c127fa3e9765f

Observation 79c35fa2-7a0e-4236-b22b-8d8965dad02e · outbound

This paper cites an unresolved cited work.

From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Unresolved cited work

Reference 32

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source=pdf_text observed=2026-08-04T01:26:35.107412Z digest=sha256:662e9c7e1a9cbb176f31c66ea584e2a9b88ac5eea4ebc9761785a56b618fb52b

Observation 3bc46d51-6712-421f-8f38-bf1cea1e91cc · outbound

This paper cites Huang, K.

From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Huang, K

Reference 33

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Observation 2dfa1af5-0f8a-47b2-954f-3bef5f1baf59 · outbound

This paper cites Al Qubaisi and M.

From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Al Qubaisi and M

Reference 34

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source=pdf_text observed=2026-08-04T01:26:35.294475Z digest=sha256:27e552652e709efabd30f3bca4bfd5d0af403e86c49d0aee71396cf73a6dfbba

Observation edc3b12b-da69-4da7-bf28-a44126840ee4 · outbound

This paper cites Chandran, M.

From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Chandran, M

Reference 35

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Observation ef030d18-8281-4f93-8a5c-b8d1792314dc · outbound

This paper cites an unresolved cited work.

From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Unresolved cited work

Reference 36

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Observation 0c740b0e-ef6e-4618-b1ba-bee746ae2044 · outbound

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From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Unresolved cited work

Reference 37

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Observation 37d11fdc-509b-4da1-bba6-b14daabfd876 · outbound

This paper cites an unresolved cited work.

From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Unresolved cited work

Reference 38

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Observation 69e017be-9a70-4993-8038-b08786103e13 · outbound

This paper cites an unresolved cited work.

From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Unresolved cited work

Reference 39

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no resolver link, observed 2026-08-04T01:26:35.625499Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 2b9251e7-c433-439f-aa76-ff71b3eceedf · outbound

This paper cites an unresolved cited work.

From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Unresolved cited work

Reference 40

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no resolver link, observed 2026-08-04T01:26:35.661412Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T01:26:35.661412Z digest=sha256:f77019b6234023e2dd5133719868a82359eab23fac42a89592773c00783ddf15

Observation e4b6d639-c43c-4cab-bc41-feeb182bdf80 · outbound

This paper cites com/api/docs/pricing (2026), accessed July 27, 2026.

From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation com/api/docs/pricing (2026), accessed July 27, 2026

Reference 41

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unresolved
no resolver link, observed 2026-08-04T01:26:35.689095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 7693f4b2-1783-4381-af85-9e12fa76cd03 · outbound

This paper cites claude.com/docs/en/about-claude/pricing (2026), accessed July 27, 2026.

From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation claude.com/docs/en/about-claude/pricing (2026), accessed July 27, 2026

Reference 42

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unresolved
no resolver link, observed 2026-08-04T01:26:35.728472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 6af37a15-c5aa-43ae-97f9-e0c6b05b25c0 · outbound

This paper cites Agarwal, K.

From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Agarwal, K

Reference 43

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no resolver link, observed 2026-08-04T01:26:35.753009Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-04T01:26:35.753009Z digest=sha256:5218edafd3329f9de7aa38d44ecf236703176d7ff3a7881704c02bad52dce0a7

Observation 420515fa-526f-4a63-b536-171510d63bb9 · outbound

This paper cites 6-35b-a3b (2026).

From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation 6-35b-a3b (2026)

Reference 44

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no resolver link, observed 2026-08-04T01:26:35.784796Z

Source-reported events for the cited work

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Observation a721bc02-4e60-4250-b398-cd1250fb11c9 · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation LoRA: Low-Rank Adaptation of Large Language Models

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-04T01:26:35.814394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T01:26:35.814394Z digest=sha256:8dcf43b97b55eecb77eb89de79b0f5808138e1458e89a48679d3da117734bfb4

Observation 37c6f3bc-dc68-484b-bd91-259bdb4deefc · outbound

This paper cites an unresolved cited work.

From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Unresolved cited work

Reference 46

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no resolver link, observed 2026-08-04T01:26:35.846713Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T01:26:35.846713Z digest=sha256:0ff3748b433aaf49a69d4672465b83584d57570b62a59a8edf0ef58d9487ec7a

Pith citing papers

No inbound Pith citation observations are available.