Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-04T01:26:35.846713Z
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-04T01:26:35.846713Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
46 of 46 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation ddf1a11b-d118-4093-aabc-e368fc43e7fb · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 336dabe8-8eac-4ebb-8311-67298cf45c52 · outbound
From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation This connects the parametric freedom demonstrated in Sec
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 74e4ddc9-38c3-48c5-a1dd-c214be492b40 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 73f80702-c8df-4250-9b2f-be2111d5d252 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e32bbcd5-66c7-42a2-b0e9-58cd35586053 · outbound
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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Unavailable: canonical work link unavailable.
Observation 2ed2d7b3-2a73-4f57-916e-a56e53f678a3 · outbound
From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Unresolved cited work
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 86d85ca2-f767-4456-bc06-46d38bd40c89 · outbound
From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Measuring AI Ability to Complete Long Software Tasks
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ee0d6439-0a0f-48ad-bfc0-a96809012ee1 · outbound
From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation AlphaEvolve: A coding agent for scientific and algorithmic discovery
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 08394518-e02f-4307-be6f-4866c15ae511 · outbound
From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation GPT-4 Technical Report
Reference 9
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Unavailable: canonical work link unavailable.
Observation 08d9f9a9-92fa-45d1-8cce-0d25d33950bb · outbound
From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Unresolved cited work
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 80221742-8483-4e25-81f9-a4e493604f00 · outbound
From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Unresolved cited work
Reference 11
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Unavailable: canonical work link unavailable.
Observation a0183406-1391-4a56-8afc-7566c8c4627c · outbound
From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Chrostowski and M
Reference 12
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Unavailable: canonical work link unavailable.
Observation ca91c39f-a887-420d-933b-8970224ec275 · outbound
From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Bogaerts and L
Reference 13
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Unavailable: canonical work link unavailable.
Observation 89673bb6-0a10-4b57-9bfb-535c8cce8ef0 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c536c3ff-5a8d-4bb3-b79d-0a7107c1e503 · outbound
From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Unresolved cited work
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5e93d55d-c0e7-4a08-8fde-b4e79cd29104 · outbound
From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Sharma, Y
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 93707bfb-d03c-4156-912f-7cb02783ad50 · outbound
From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Autonomous agentic design for photonics
Reference 17
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Unavailable: canonical work link unavailable.
Observation 0ef25b30-c476-4c7c-a175-875aae538b9b · outbound
From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Unresolved cited work
Reference 18
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Unavailable: canonical work link unavailable.
Observation 0f5c83e3-a86e-48c8-93ce-058a26e6d551 · outbound
From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Chaudhuri, K
Reference 19
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Unavailable: canonical work link unavailable.
Observation d7507e87-ac8d-45c8-96da-f32eb81816bf · outbound
From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Ellis, D
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c0bf6e6e-6bf5-4fd6-bd8a-2998f1e881c6 · outbound
From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Unresolved cited work
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 28bd3af4-1cc3-4f82-a865-42867ae96eac · outbound
From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d6f276dc-41d6-447a-ba7e-2d1ebf2b05bb · outbound
From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Unresolved cited work
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3c72d33e-2b07-4430-8265-55fbb7c8d951 · outbound
From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Training Verifiers to Solve Math Word Problems
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7587f49d-d574-4dc5-b3ce-786abb58befe · outbound
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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Unavailable: canonical work link unavailable.
Observation 288e89ca-5614-480c-a9cc-1aedb2c0b2ba · outbound
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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Unavailable: canonical work link unavailable.
Observation b1beb661-af27-463c-be70-a12a193869c8 · outbound
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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Unavailable: canonical work link unavailable.
Observation f759063e-d3cd-4af7-9bcc-e6e1fcd6c8d6 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 70d381ae-3ce9-451b-8418-756d5029903f · outbound
From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Unresolved cited work
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 501fe0dc-d2c3-41af-ab90-c1ae5d394e72 · outbound
From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Unresolved cited work
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a68349b3-589d-4abd-9c1f-90173f2b66a8 · outbound
From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Malka, Y
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 79c35fa2-7a0e-4236-b22b-8d8965dad02e · outbound
From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Unresolved cited work
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3bc46d51-6712-421f-8f38-bf1cea1e91cc · outbound
From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Huang, K
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2dfa1af5-0f8a-47b2-954f-3bef5f1baf59 · outbound
From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Al Qubaisi and M
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation edc3b12b-da69-4da7-bf28-a44126840ee4 · outbound
From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Chandran, M
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ef030d18-8281-4f93-8a5c-b8d1792314dc · outbound
From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Unresolved cited work
Reference 36
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Unavailable: canonical work link unavailable.
Observation 0c740b0e-ef6e-4618-b1ba-bee746ae2044 · outbound
From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Unresolved cited work
Reference 37
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Unavailable: canonical work link unavailable.
Observation 37d11fdc-509b-4da1-bba6-b14daabfd876 · outbound
From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Unresolved cited work
Reference 38
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Unavailable: canonical work link unavailable.
Observation 69e017be-9a70-4993-8038-b08786103e13 · outbound
From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Unresolved cited work
Reference 39
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Unavailable: canonical work link unavailable.
Observation 2b9251e7-c433-439f-aa76-ff71b3eceedf · outbound
From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Unresolved cited work
Reference 40
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Unavailable: canonical work link unavailable.
Observation e4b6d639-c43c-4cab-bc41-feeb182bdf80 · outbound
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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Unavailable: canonical work link unavailable.
Observation 7693f4b2-1783-4381-af85-9e12fa76cd03 · outbound
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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Unavailable: canonical work link unavailable.
Observation 6af37a15-c5aa-43ae-97f9-e0c6b05b25c0 · outbound
From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Agarwal, K
Reference 43
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Unavailable: canonical work link unavailable.
Observation 420515fa-526f-4a63-b536-171510d63bb9 · outbound
From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation 6-35b-a3b (2026)
Reference 44
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Unavailable: canonical work link unavailable.
Observation a721bc02-4e60-4250-b398-cd1250fb11c9 · outbound
From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation LoRA: Low-Rank Adaptation of Large Language Models
Reference 45
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Unavailable: canonical work link unavailable.
Observation 37c6f3bc-dc68-484b-bd91-259bdb4deefc · outbound
From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation Unresolved cited work
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.