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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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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=sha256:09a594819e675de5208dfe385b5c1899006268e47071d6c4d866577087008f89

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:b35f9fe5c3d5c90347474bca8149c79bddbeec0649274d18795afb40badf4f75

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=sha256:4b8414018d6e3f508be8969979cb3c15fadfe2e638f9e0c834351eff91b5e9ef

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=sha256:5cb6e5ef998b6dbd0f6df60e941ac3ef44c36da466d12cb0612e4627a9c59b88

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:c0ac590a5426f78f77b03b9961e5b30fb8b0ca8a05ddb34592e8399a7738bd6a

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=sha256:5ab0ca1613d352fed5c3dac3ed35da26eeaa7f3b08021622e1fbcd37f1629a98

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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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=sha256:553d636156c8fa9a8b492a59aff780f0bd678b1d7576b4ec0cd77b8286fed8c0

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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source=pdf_text observed=2026-08-04T01:26:34.069898Z digest=sha256:cb4e05bd07cfb1d795da0b4b497ca35bdc4de82ef555803ca27fd9908f159e7b

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=sha256:39f8d1d474000ac3d0e9e30e8389bc3e87d8c6a7cd1f1d82c7d7437ba2171d4c

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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source=pdf_text observed=2026-08-04T01:26:34.153576Z digest=sha256:a6bf4de5f9d6c875220b09e0eea15ef45e58376ba1186991242a31b43ff6b794

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=sha256:372291062168cd5b255496f812e5be8f8d0bca02eb7365c11cf6f81a44553095

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=sha256:97c5c5466551d45248508c80330f49ea9e1b9311f250a6f55bb9a50ae44fca63

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=sha256:10a44f8b6816b5c115dfe49acd8de4daf3596cb82155813801ce99bd599417ee

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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source=pdf_text observed=2026-08-04T01:26:34.351871Z digest=sha256:96b6b7ad97538bf03160dd6d04f670aaa77984cebe40711bc6e4d06d8a847fd9

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:f1bb0cfb004921e04c9b8e78d870e9461c58f0c46aaad2d9f157fef34026c0b4

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=sha256:6d480d90df8384e3de50adc3d101ff5dc0082c66a16d56731ba79a8efc866a9e

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=sha256:7d9469aaf2cc74545e215765d330d76f90ade65f26401828a5b79f2fb80db108

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=sha256:3ce155f3b356c7c6af501add013026df8b0da2d8d226bd0d742cd27baa3ba735

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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source=pdf_text observed=2026-08-04T01:26:35.193114Z digest=sha256:ce215edee81a12f838ed2f64df1b631c3a4145a821d3d038c862b566da718dc3

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=sha256:8b7a7ad7b85e2fcb736a20fca7a805ab850ecdf57f57b6d36e0c7e2673134acf

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

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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.

source=pdf_text observed=2026-08-04T01:26:35.625499Z digest=sha256:308a4aa7312be6ad9408edd1bb584ec3be510501c237a0e7ba2b7315193dba1f

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T01:26:35.661412Z digest=sha256:eae0390398a9eb67fe50e7711da9b4355fb3bbcea3f861822332f78e801b34c3

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

Resolution
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.

source=pdf_text observed=2026-08-04T01:26:35.728472Z digest=sha256:d03d1a0d1e4f549bd5404945a6df6e585a83db9309570cc32fb00ae029065a18

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

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T01:26:35.753009Z digest=sha256:cf4ea2fe009d3d64e7cac09905e2f2ca6e5ea4863e27278dca72379c7930c0b5

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T01:26:35.784796Z digest=sha256:ac078975375f70d3c2317adcfd02efc68c084b9bf99c10e696354fe6ea2a132b

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:c71a3cea9e06ecf261b7d69c63208c3c549c72e4735e969b80720d290c91f8b0

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

Resolution
unresolved
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:f2613583da17fbb40fdd43ef8eaacc7c8793bf150a1a3dbea61440435e1395f9

Pith citing papers

No inbound Pith citation observations are available.