Pith. sign in

Paper Citation Record · LEDGER

AI Agents for Photonic Integrated Circuit Design Automation

As of 21 August 2026, this Paper Citation Record lists 61 of 61 outbound references and 4 inbound Pith citation observations for arXiv:2508.14123.

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

pith.paper-citation-record.v1
2508.14123 v1

Coverage vector

measured 61 of 61 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:20:07.180660Z

measured 65 of 65 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:59:49.107944Z

measured 1 of 1 external citation measurements

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

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

Reference resolution

61 of 61 outbound references displayed

  • verified exact3
  • verified fuzzy35
  • unresolved22
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

0
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 42760a35-7e94-4c80-8b8b-9800669c9f6b · outbound

This paper cites Large Language Models: A Survey.

AI Agents for Photonic Integrated Circuit Design Automation Large Language Models: A Survey

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-15T17:20:06.954313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:20:06.954313Z digest=sha256:398c6ccc66d366ea0a0a10d317df2df5bc12ed1c444e49094b490155847d9922

Observation cc3abd43-cb47-42bf-a923-3d75d193c2c0 · outbound

This paper cites Attention is all you need,.

AI Agents for Photonic Integrated Circuit Design Automation Attention is all you need,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:20:08.215526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:20:06.959011Z digest=sha256:90d7ac3ebc6751a1ccd54a1b2731ae523679979608eb6874f2b4ceafac14d351

Observation c68ce9bc-3f38-4825-a4b8-144454c2f0f9 · outbound

This paper cites Language models are few-shot learners,.

AI Agents for Photonic Integrated Circuit Design Automation Language models are few-shot learners,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:20:08.204461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:20:06.962602Z digest=sha256:e0fe549183b5cf90af07d810facb7203016be5ac7a094e77b1c1d38d426cc698

Observation 3d309b91-1ef5-4509-9838-98d1d8ef5d60 · outbound

This paper cites Training language models to follow instructions with human feedback,.

AI Agents for Photonic Integrated Circuit Design Automation Training language models to follow instructions with human feedback,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:20:08.193615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:20:06.966306Z digest=sha256:8502ba9be7bb60dbc75052140f31a0d81541e741f5554a2f662cf414e7f014e4

Observation 4fcb0a3b-d85e-47d1-9e7a-7c8e649692fd · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models,.

AI Agents for Photonic Integrated Circuit Design Automation Chain-of-thought prompting elicits reasoning in large language models,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:20:08.182736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:20:06.970097Z digest=sha256:19f65af25bdc14c599c30b8292d4ffcfdd78831d3ef5ec40e9a983a06d13b88a

Observation 32758c1d-ce7f-4e91-8d86-981b04063605 · outbound

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

AI Agents for Photonic Integrated Circuit Design Automation ReAct: Synergizing Reasoning and Acting in Language Models

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-15T17:20:06.974237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:20:06.974237Z digest=sha256:be89cf71229abd9e901c5bd839ef4dd4ccfe84a51e517f4af01c0b314f26a2a5

Observation eac1951c-9f67-4364-b496-5d830b6e4cf2 · outbound

This paper cites Toolformer: Language models can teach themselves to use tools,.

AI Agents for Photonic Integrated Circuit Design Automation Toolformer: Language models can teach themselves to use tools,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:20:08.172742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:20:06.978451Z digest=sha256:43465d1937ae2a58584e4960f4b4ef427dbf55135859503180a68175d6ac8f19

Observation 565065de-cfb7-45f7-9b66-0cf547b1670f · outbound

This paper cites Scaling instruction-finetuned language models,.

AI Agents for Photonic Integrated Circuit Design Automation Scaling instruction-finetuned language models,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:20:08.161991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:20:06.981680Z digest=sha256:de81e5e0f0ff985bf853b6161361edb127e7404499aed400f46dbd1646e51db9

Observation 357fa0c4-e24b-468b-9292-be3406e2a9a1 · outbound

This paper cites Constitutional AI: Harmlessness from AI Feedback.

AI Agents for Photonic Integrated Circuit Design Automation Constitutional AI: Harmlessness from AI Feedback

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-15T17:20:06.985898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:20:06.985898Z digest=sha256:43a6c91a4c5be780b234f6089c9c285b41c19813bb9a36f80f79eeb631d6a374

Observation 01dca8ee-05cf-41bd-94fb-977caa39f3cd · outbound

This paper cites Self-instruct: Aligning language models with self-generated instructions,.

AI Agents for Photonic Integrated Circuit Design Automation Self-instruct: Aligning language models with self-generated instructions,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:20:08.150654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:20:06.989891Z digest=sha256:16623fa2aa3cd8e14cebec6a0cde45afa14339d6d11c9a48781c20de8aa7a12c

Observation 64fe376a-cdc7-4cd8-8e93-473c7591669c · outbound

This paper cites Scientific discovery in the age of artificial intelligence,.

AI Agents for Photonic Integrated Circuit Design Automation Scientific discovery in the age of artificial intelligence,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:20:08.138754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:20:06.993929Z digest=sha256:36466f85c94cc3d008708e28d1e11e2ed54cc1bbe5eeb118836ef8ce36f9f531

Observation 3e16a795-02cf-4c16-b50a-a41a05193c20 · outbound

This paper cites Autonomous chemical research with large language models,.

AI Agents for Photonic Integrated Circuit Design Automation Autonomous chemical research with large language models,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:20:08.127672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:20:06.997757Z digest=sha256:c17a7a30b52987c09c930629582190db4e56ba3912ef0bda5a558ea2ff3edec8

Observation c74854d1-48b0-4ee4-a9b8-a093e76c87ea · outbound

This paper cites The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery.

AI Agents for Photonic Integrated Circuit Design Automation The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-15T17:20:07.001063Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:20:07.001063Z digest=sha256:1b9f47b36abbcb85056a51fb2afdbbd1181a03ad2919bb70beb20b432b08e309

Observation 46c782a8-7bb3-45eb-9e7f-a1d69358077d · outbound

This paper cites Towards an AI co-scientist.

AI Agents for Photonic Integrated Circuit Design Automation Towards an AI co-scientist

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-15T17:20:07.004777Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:20:07.004777Z digest=sha256:2c2e03f63763f3497a38b90c12ed2fd97db18892093d1597b45d72c6e415d254

Observation 2bdaeef9-7dd2-4216-85eb-29e02592ca89 · outbound

This paper cites Agents for self-driving laboratories applied to quantum computing,.

AI Agents for Photonic Integrated Circuit Design Automation Agents for self-driving laboratories applied to quantum computing,

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-15T17:20:07.008659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:20:07.008659Z digest=sha256:589cebaa3cfce3b314ca89381bc9dd4994959c323be6aabfffbdb369c8f97264

Observation 9a9fa97f-e4ac-4a5c-a75d-43429f540591 · outbound

This paper cites The rise of self-driving labs in chemical and materials sciences,.

AI Agents for Photonic Integrated Circuit Design Automation The rise of self-driving labs in chemical and materials sciences,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:20:08.117133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:20:07.012330Z digest=sha256:6214548836b0bab0b23ddc82eeb44890dba8c22d7be7b250d705075b07d1f512

Observation f0f35d7a-2f77-43b4-9014-14f45de80f96 · outbound

This paper cites An autonomous laboratory for theaccelerated synthesis ofnovelmaterials,.

AI Agents for Photonic Integrated Circuit Design Automation An autonomous laboratory for theaccelerated synthesis ofnovelmaterials,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:20:08.105145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:20:07.015594Z digest=sha256:e04a38f497dac715e78de4ad5daa5651929c87d0203266a00efaa8378bbb285a

Observation 80beaad5-fe47-4e64-950f-465cec80f7bf · outbound

This paper cites Self-driving laboratories for chemistry and materials science,.

AI Agents for Photonic Integrated Circuit Design Automation Self-driving laboratories for chemistry and materials science,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:20:08.094642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:20:07.019151Z digest=sha256:381814a2df266e4e50f9e98ff000d65116e8c2dd1fc3d51add70ae26a318efb3

Observation dad9d066-34fc-4c0e-b064-bd478519037e · outbound

This paper cites Sciagents: Automating scientific discovery through bioinspired multi-agent intelligent graph reasoning,.

AI Agents for Photonic Integrated Circuit Design Automation Sciagents: Automating scientific discovery through bioinspired multi-agent intelligent graph reasoning,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:20:08.083992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:20:07.022556Z digest=sha256:5dbefc040152678da2d7b5345c2636be03bb8f59d7750b5714b93b790596081f

Observation 35ea6bb0-f8f0-48ff-9f49-ae7e142cf69f · outbound

This paper cites AI-driven robotics for free-space optics,.

AI Agents for Photonic Integrated Circuit Design Automation AI-driven robotics for free-space optics,

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-15T17:20:07.025931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:20:07.025931Z digest=sha256:09dcca3ea1dd5d73d11a406942d9d9b68ba641f6e29b845506c1dad87268cdc7

Observation 7f4d1c53-34b2-4f80-a0de-9b23ba8a0d5c · outbound

This paper cites ChipGPT: How far are we from natural language hardware design,.

AI Agents for Photonic Integrated Circuit Design Automation ChipGPT: How far are we from natural language hardware design,

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-15T17:20:07.029986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:20:07.029986Z digest=sha256:7c8b29a348b1c30927ca76eea228cc85372a4a772a013b3270d0ad9b02f71a5f

Observation 837c25df-a082-45b7-9cf0-c5cf3e52a05f · outbound

This paper cites LLM4EDA: Emerging Progress in Large Language Models for Electronic Design Automation.

AI Agents for Photonic Integrated Circuit Design Automation LLM4EDA: Emerging Progress in Large Language Models for Electronic Design Automation

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-15T17:20:07.033752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:20:07.033752Z digest=sha256:cdf5d9a2218db0cb94738d5b2d1dd2ec503354cfcd0e07c7724c532a469bd9f7

Observation 4232b4f3-593c-49c1-a014-8ec9a789f48a · outbound

This paper cites VeriGen: A Large Language Model for Verilog Code Generation.

AI Agents for Photonic Integrated Circuit Design Automation VeriGen: A Large Language Model for Verilog Code Generation

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-15T17:20:07.038047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:20:07.038047Z digest=sha256:508ceae74ea80d341f89258fab269f88c5b888775a3fd5a9814c75e1aead7fe2

Observation 1c37ef7d-051f-4b90-8f92-b34ed77ba6e7 · outbound

This paper cites ChipNeMo: Domain-Adapted LLMs for Chip Design.

AI Agents for Photonic Integrated Circuit Design Automation ChipNeMo: Domain-Adapted LLMs for Chip Design

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-15T17:20:07.041839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:20:07.041839Z digest=sha256:400d4e0958007f472a1edd78068ab775eb4fa29274b30408215f91cc2b98e844

Observation e26ff88e-f19b-4d20-a5dd-c69fbea083c7 · outbound

This paper cites Chateda: A large language model powered autonomous agent for eda,.

AI Agents for Photonic Integrated Circuit Design Automation Chateda: A large language model powered autonomous agent for eda,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:20:08.072694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:20:07.045546Z digest=sha256:e75bb71fc60356d9289148d671dba8a773c62fff7aa8466dc21ce4f7f65e89a7

Observation 4b6c1872-2e44-4e81-a831-00341193c28d · outbound

This paper cites Large Language Models and Attention-Based AI for Hardware Design and Security: Progress, Challenges, and Opportunities.

AI Agents for Photonic Integrated Circuit Design Automation Large Language Models and Attention-Based AI for Hardware Design and Security: Progress, Challenges, and Opportunities

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-15T17:20:07.049247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:20:07.049247Z digest=sha256:807fbc168e88404a8d96b2dfa1eeb99b48d2844bb5e63e2f0341a776ad1df617

Observation 74613596-3d12-436f-be85-94960c5941f2 · outbound

This paper cites Introduction to foundation AI model and its EDA applications,.

AI Agents for Photonic Integrated Circuit Design Automation Introduction to foundation AI model and its EDA applications,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:20:08.062725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:20:07.053473Z digest=sha256:0b199f6dc69eef05f2c87ea662d3f97fb037dd6610db6334b23f953c5d1692a3

Observation a9f4e13a-d02b-413f-a1d2-19ece47620e5 · outbound

This paper cites A graph placement methodology for fast chip design,.

AI Agents for Photonic Integrated Circuit Design Automation A graph placement methodology for fast chip design,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:20:08.052478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:20:07.057076Z digest=sha256:33eabe07c51caf4ca8d0f21b8fc8dbd66c2ef8e3e8be1d338144e3fd8951c7bc

Observation a95637b9-9bc8-4798-9ee7-26b99a0c1ba3 · outbound

This paper cites Addendum: A graph placement methodology for fast chip design,.

AI Agents for Photonic Integrated Circuit Design Automation Addendum: A graph placement methodology for fast chip design,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:20:08.041902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:20:07.061270Z digest=sha256:dd5219b6157ca729599c293cb01dc8971c443b9dc3f746653e302fc7cf9e4460

Observation deaea5b1-d1cc-4125-b085-4cfab6ca1156 · outbound

This paper cites An energy-efficient network-on-chip design using reinforcement learning,.

AI Agents for Photonic Integrated Circuit Design Automation An energy-efficient network-on-chip design using reinforcement learning,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:20:08.031792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:20:07.065522Z digest=sha256:6c3c442ccf732d48c84332522ccf4e1c9470037a5dc160d75617f62baca88166

Observation b97f8713-b0a1-4312-9fdb-e3239b8899cd · outbound

This paper cites Automated design of analog circuits using reinforcement learning,.

AI Agents for Photonic Integrated Circuit Design Automation Automated design of analog circuits using reinforcement learning,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:20:08.020447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:20:07.069311Z digest=sha256:fc3613a55e053af004a2a0b5fde54886ab830d4360edc3ddec9163dea2600fb0

Observation 96e7e7f3-a15c-4168-84f3-ef9df44c92f0 · outbound

This paper cites Silicon photonics circuit design: Methods, tools and challenges,.

AI Agents for Photonic Integrated Circuit Design Automation Silicon photonics circuit design: Methods, tools and challenges,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:20:08.009236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:20:07.072718Z digest=sha256:2451c843ddc6111dd893ccb616d751770249f39bebc1a0951f09ef279b414cf7

Observation 4c5efe64-cac1-46a4-91bd-453dabfa6fcc · outbound

This paper cites LLM helps design and optimize photonic crystal surface emitting lasers,.

AI Agents for Photonic Integrated Circuit Design Automation LLM helps design and optimize photonic crystal surface emitting lasers,

Reference 33

Resolution
verified exact
raw_fallback, observed 2026-08-15T17:20:07.530658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:20:07.075806Z digest=sha256:2d975448e7f57861d993ba5efe449ffca9c67f15eab7c37fb4460840627ebd04

Observation f5ea112b-d704-4446-80e4-efb2eb0df19d · outbound

This paper cites PICBench: Benchmarking LLMs for Photonic Integrated Circuits Design.

AI Agents for Photonic Integrated Circuit Design Automation PICBench: Benchmarking LLMs for Photonic Integrated Circuits Design

Reference 34

Resolution
verified exact
local_arxiv, observed 2026-08-15T17:20:07.463546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:20:07.078894Z digest=sha256:e95d0765afd7824821a6b3dd9b928fa52f7727d056ca1bafb5eca8568b947165

Observation 56754a96-ba95-4fbf-b85e-f44272631e7b · outbound

This paper cites Retrieval-augmented generation for knowledge-intensive nlp tasks,.

AI Agents for Photonic Integrated Circuit Design Automation Retrieval-augmented generation for knowledge-intensive nlp tasks,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:20:07.998462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:20:07.082697Z digest=sha256:aa2b5a609893fcf05170dffa785e89cf2b0d61c18623bcbc7c53e359b2fda157

Observation 97e9e75c-b13d-4e28-b81d-d819710b93e4 · outbound

This paper cites Self-Refine: Iterative Refinement with Self-Feedback.

AI Agents for Photonic Integrated Circuit Design Automation Self-Refine: Iterative Refinement with Self-Feedback

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-15T17:20:07.085802Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:20:07.085802Z digest=sha256:c72d08faa47c53a620d8f83b62f1ead39fbe30d7d27a1f57005d420ca07b81c0

Observation afbec558-80a1-4ac6-99a6-a18cf6671adf · outbound

This paper cites Pydantic: Data validation and settings management using python type annotations,.

AI Agents for Photonic Integrated Circuit Design Automation Pydantic: Data validation and settings management using python type annotations,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:20:07.986699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:20:07.089718Z digest=sha256:b7b024203e7c054a1488d0265428c9b1990cdc8e70ec809080988c6aeb90a9ac

Observation 6668a473-a4e7-43f8-a5bd-0bdef9d6e188 · outbound

This paper cites Graphviz dot layout documentation,.

AI Agents for Photonic Integrated Circuit Design Automation Graphviz dot layout documentation,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:20:07.975710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:20:07.093177Z digest=sha256:1a5ee8c5f874cc91ba4df2fa197da1fb19b936a9f57bd09d264aa3deed668c66

Observation 5da00d1d-6d30-4fe9-8226-32c80abf71ac · outbound

This paper cites SAX: Scattering matrix simulator for photonics,.

AI Agents for Photonic Integrated Circuit Design Automation SAX: Scattering matrix simulator for photonics,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:20:07.963584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:20:07.096770Z digest=sha256:4de4b92e360bad6c70762e7bb31014fc38c47f9510c04cab0a2a3e862f25beed

Observation 4c2aefac-1dcc-4104-89cb-9e2077bfd65b · outbound

This paper cites OpenAI o1 system card,.

AI Agents for Photonic Integrated Circuit Design Automation OpenAI o1 system card,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:20:07.951541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:20:07.100574Z digest=sha256:5d3d2fa2f7f473ab95df678fb1a57938221512860c2909ec29461f9055ec2eda

Observation 63797831-e471-402a-9fc5-13b38846cd77 · outbound

This paper cites OpenAI o3-mini system card,.

AI Agents for Photonic Integrated Circuit Design Automation OpenAI o3-mini system card,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:20:07.939939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:20:07.104676Z digest=sha256:05b8d922567305c6ef29db8ee5a9796df3f3e7a75d76d7a195868fc56bcc59c7

Observation 0ee1cf52-71ba-40be-bc2c-40b2896ce114 · outbound

This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.

AI Agents for Photonic Integrated Circuit Design Automation Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-15T17:20:07.108314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:20:07.108314Z digest=sha256:5182f6b78efa60b2dca839e9c7053dadd4be62d578dc234d17617bf05ac71715

Observation 5d92408a-9ce7-4699-901d-e8d71793b6dc · outbound

This paper cites Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities.

AI Agents for Photonic Integrated Circuit Design Automation Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-15T17:20:07.111913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:20:07.111913Z digest=sha256:7fda256e8d229973b204067a5f330d087060cf661b75b497ffd6ef5e7d0ec15f

Observation d9c135bf-92ff-49f7-b0e4-225f15cb2e64 · outbound

This paper cites System card: Claude Opus 4 & Claude Sonnet 4,.

AI Agents for Photonic Integrated Circuit Design Automation System card: Claude Opus 4 & Claude Sonnet 4,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:20:07.927766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:20:07.115589Z digest=sha256:282c9623a3054ff69a0bfcb8cf55cd26584c537994acc97b3d8698a468324a3e

Observation 549f50e2-9909-4c1b-a2c9-12ec3739e1cc · outbound

This paper cites Introducing Claude 4,.

AI Agents for Photonic Integrated Circuit Design Automation Introducing Claude 4,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:20:07.915875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:20:07.119486Z digest=sha256:e075eb437bed11548095efbc934cd29a1273eca0b13140e0af9d6ae1609494cd

Observation c140c809-2349-4e20-a442-9e3eadc4bd23 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

AI Agents for Photonic Integrated Circuit Design Automation DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-15T17:20:07.123480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:20:07.123480Z digest=sha256:06c9b09de2c3b91dadc9b0d199a8420aff3fb02153fe59c381ef20555c963fbb

Observation 06ba9c98-2d0d-420d-93c4-3a7acf81336b · outbound

This paper cites Llama-Nemotron Ultra 253B: Efficient reasoning model,.

AI Agents for Photonic Integrated Circuit Design Automation Llama-Nemotron Ultra 253B: Efficient reasoning model,

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-15T17:20:07.127218Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:20:07.127218Z digest=sha256:a59a17557e3b829c82a72ae535415c2f7f325aa0998842d27eee5df90bff942e

Observation eb078725-af92-43d2-aa8a-0d1fb56ca222 · outbound

This paper cites The Llama 3 Herd of Models.

AI Agents for Photonic Integrated Circuit Design Automation The Llama 3 Herd of Models

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-15T17:20:07.131037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:20:07.131037Z digest=sha256:bb0357ddf95ba0832d5a4a8af44879d40cc165f685f21bdc4d6de0d440275fef

Observation 706d2b06-9ae7-4ff6-b9c1-96aeea4f588f · outbound

This paper cites Evaluating Large Language Models Trained on Code.

AI Agents for Photonic Integrated Circuit Design Automation Evaluating Large Language Models Trained on Code

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-15T17:20:07.135146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:20:07.135146Z digest=sha256:931e57a3513ad3765b9e6cc5c9872cabdd10a0a4a85fc08defccf2cdfe22aec0

Observation 694380b7-c127-403d-8e51-0eb82c92991a · outbound

This paper cites A formal basis for the heuristic determination of minimum cost paths,.

AI Agents for Photonic Integrated Circuit Design Automation A formal basis for the heuristic determination of minimum cost paths,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:20:07.904282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:20:07.139255Z digest=sha256:9adc72b6e071c32f22404608c8cfed4d69bdb21023aca35130c625fb588cf301

Observation 208716df-83fc-4874-a750-4ca55d6202ee · outbound

This paper cites LiDAR 2.0: Hierarchical curvy waveguide detailed routing for large-scale photonic integrated circuits,.

AI Agents for Photonic Integrated Circuit Design Automation LiDAR 2.0: Hierarchical curvy waveguide detailed routing for large-scale photonic integrated circuits,

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-15T17:20:07.143215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:20:07.143215Z digest=sha256:769fbb899d27fac83304160e5a2cc3aae10704bb395d261863c28daff538118b

Observation 0052dc4d-0f5c-4f1e-9e83-d925f19b8f3a · outbound

This paper cites Toward Intelligent Electronic-Photonic Design Automation for Large-Scale Photonic Integrated Circuits: from Device Inverse Design to Physical Layout Generation.

AI Agents for Photonic Integrated Circuit Design Automation Toward Intelligent Electronic-Photonic Design Automation for Large-Scale Photonic Integrated Circuits: from Device Inverse Design to Physical Layout Generation

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-15T17:20:07.147136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:20:07.147136Z digest=sha256:7528adeff7e9e22b33bbf6f957034c651a862589d82523a3ac5f6b6fbc149052

Observation 7c246487-7b95-42c7-bee3-c068b612d824 · outbound

This paper cites Inverse design in nanophotonics,.

AI Agents for Photonic Integrated Circuit Design Automation Inverse design in nanophotonics,

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-15T17:20:07.151334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:20:07.151334Z digest=sha256:70b443551dec158d4282a3dfbaf08ae58f2f2636ec0698ad4ba6b19891f93dc4

Observation 145285fc-b54c-4d1b-8f97-fe71a647beaa · outbound

This paper cites Nanophotonic inverse design with SPINS: software architecture and practical considerations,.

AI Agents for Photonic Integrated Circuit Design Automation Nanophotonic inverse design with SPINS: software architecture and practical considerations,

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:20:07.885801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:20:07.155202Z digest=sha256:92fb2e5b4327855086a17cc2fc5709c427bc4a1bcf2eee71a744b382a3b2e410

Observation e73925e5-e0fd-4c51-80b4-60d53a912f91 · outbound

This paper cites Inverse design of photonic systems,.

AI Agents for Photonic Integrated Circuit Design Automation Inverse design of photonic systems,

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:20:07.874213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:20:07.159004Z digest=sha256:fd9939363021ea867d8bac58f372c6808be2e6845e13ba6e9936de54bdc82001

Observation 4cca3f3e-0ea1-47f4-963f-9afdca211230 · outbound

This paper cites Accelerating Photonic Integrated Circuit Design: Traditional, ML and Quantum Methods.

AI Agents for Photonic Integrated Circuit Design Automation Accelerating Photonic Integrated Circuit Design: Traditional, ML and Quantum Methods

Reference 56

Resolution
verified exact
local_arxiv, observed 2026-08-15T17:20:07.226663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:20:07.163162Z digest=sha256:d4ca532e840dbf13144811fdd534f8245e15d51add1faa6cecf55e58b294114b

Observation df25c968-ee70-4999-aedb-5538fde368a2 · outbound

This paper cites FEMWELL:Physics-basedfemsolverforphotonicandelectronicsystems,.

AI Agents for Photonic Integrated Circuit Design Automation FEMWELL:Physics-basedfemsolverforphotonicandelectronicsystems,

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:20:07.863045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:20:07.167006Z digest=sha256:72724f53a168c1ec922168ea7fc47fb778469780caaed6ae51e9568f3dff3e70

Observation be7b35ce-3b32-44c6-9574-df7529c51077 · outbound

This paper cites MEEP: A flexible free-software package for electromagnetic simulations by the fdtd method,.

AI Agents for Photonic Integrated Circuit Design Automation MEEP: A flexible free-software package for electromagnetic simulations by the fdtd method,

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:20:07.851382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:20:07.170512Z digest=sha256:2d61732c8dac11b5801269204862de7bebfe90f130e681c65ec4c4cbea901bd9

Observation b93cbd1b-d89d-4eb6-b9dd-3b55b6ac65c3 · outbound

This paper cites GPU-accelerated photonic simulations,.

AI Agents for Photonic Integrated Circuit Design Automation GPU-accelerated photonic simulations,

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:20:07.840206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:20:07.173953Z digest=sha256:eacd542007ddf96b886b653a6d08a1b7f88b43ff9ae1568b46e527519420cee0

Observation 6e7956ba-fcb0-4582-b392-053c91e1a065 · outbound

This paper cites Model Context Protocol,.

AI Agents for Photonic Integrated Circuit Design Automation Model Context Protocol,

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:20:07.828906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T17:20:07.177157Z digest=sha256:4e26f9f658fdbb6ac97d7c7f53f3cb3332ff90214828cd4aacb6eb119b3bc9a7

Observation 3d7631b3-04b3-4d1e-9135-6dfc41a690fd · outbound

This paper cites Model Context Protocol (MCP): Landscape, Security Threats, and Future Research Directions.

AI Agents for Photonic Integrated Circuit Design Automation Model Context Protocol (MCP): Landscape, Security Threats, and Future Research Directions

Reference 61

Resolution
malformed identifier
no resolver link, observed 2026-08-15T17:20:07.180660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:20:07.180660Z digest=sha256:1d60602f151e1078e2adb66e739967f288beea836532a25d28442e7a2cefcc1c

Pith citing papers

Observation 90718c01-35c4-408f-9c0f-038a029e7adf · inbound

Agentic Exploration of Physics Models cites this paper.

Agentic Exploration of Physics Models AI Agents for Photonic Integrated Circuit Design Automation

Reference 40

Resolution
metadata mismatch
local_arxiv, observed 2026-08-04T13:53:28.605819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-04T13:51:32.663606Z digest=sha256:6e3f1d216267182dc18ed6c4ce2eee495683a2e21e9f42ac177e532bc8ecbaff

Observation fc3ec8d3-2c6a-4874-8198-e68e2726338e · inbound

PICopilot: An LLM-based Agentic Framework for Assisting Photonic Integrated Circuit Design via Script Generation cites this paper.

PICopilot: An LLM-based Agentic Framework for Assisting Photonic Integrated Circuit Design via Script Generation AI Agents for Photonic Integrated Circuit Design Automation

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-04T20:50:45.070487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:50:45.070487Z digest=sha256:8fd1e8f617b55aaa6d799a59190d21082250dac441196673ae239645e1c8388d

Observation 3057ac17-5539-4492-898f-d732efd5479a · inbound

PICopilot: An LLM-based Agentic Framework for Assisting Photonic Integrated Circuit Design via Script Generation cites this paper.

PICopilot: An LLM-based Agentic Framework for Assisting Photonic Integrated Circuit Design via Script Generation AI Agents for Photonic Integrated Circuit Design Automation

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-07T00:13:00.347015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:13:00.347015Z digest=sha256:dbd2a3b418f3af886ebc2fc4f6e7f9aade8f730ad5ad33a954a44b14583ee721

Observation 65b971a9-704a-4ed1-9471-d1d463faa56c · inbound

PICopilot: An LLM-based Agentic Framework for Assisting Photonic Integrated Circuit Design via Script Generation cites this paper.

PICopilot: An LLM-based Agentic Framework for Assisting Photonic Integrated Circuit Design via Script Generation AI Agents for Photonic Integrated Circuit Design Automation

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-07T00:59:49.107944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:59:49.107944Z digest=sha256:c0129f35f51aa02c0c829b7e52efeb21f1c40aba3466044a8e4dd98a26c566ed