Paper Citation Record · LEDGER

MetasurfaceViT: A generic AI model for metasurface inverse design

As of 20 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 3 inbound Pith citation observations for arXiv:2504.14895.

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

pith.paper-citation-record.v1
2504.14895 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:41:56.621931Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:51:44.410179Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T19:10:05.863206Z

Reference resolution

34 of 34 outbound references displayed

verified exact1
verified fuzzy23
unresolved10
parse uncertain0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 66c451a1-4bd0-4c38-b380-780f4f574d2e · outbound

This paper cites Deep learning enabled inverse design in nanophotonics.

MetasurfaceViT: A generic AI model for metasurface inverse design Deep learning enabled inverse design in nanophotonics

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-16T11:41:56.486427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d0d0e36-ebf7-4818-89a6-18f2c7ab7185 · outbound

This paper cites Deep learning in nano-photonics: inverse design and beyond.

MetasurfaceViT: A generic AI model for metasurface inverse design Deep learning in nano-photonics: inverse design and beyond

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:41:57.036789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 474fb59b-bae4-40f7-a4c0-b2e7e390c99b · outbound

This paper cites Generative model for the inverse design of metasurfaces.

MetasurfaceViT: A generic AI model for metasurface inverse design Generative model for the inverse design of metasurfaces

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-16T11:41:56.495284Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b11f04a1-905b-411e-b948-6f9a136cf3ff · outbound

This paper cites Arbitrary multifunctional vortex beam designed by deep neural network.

MetasurfaceViT: A generic AI model for metasurface inverse design Arbitrary multifunctional vortex beam designed by deep neural network

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:41:57.014967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 099f80f2-c534-415b-ac08-2355ced0d78d · outbound

This paper cites Physics-informed inverse design of programmable metasurfaces.

MetasurfaceViT: A generic AI model for metasurface inverse design Physics-informed inverse design of programmable metasurfaces

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:41:57.002839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 273f60f1-c68f-400b-9202-a424a5f4b277 · outbound

This paper cites Deep-learning assisted polarization holograms.

MetasurfaceViT: A generic AI model for metasurface inverse design Deep-learning assisted polarization holograms

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:41:56.990523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f883f533-e487-4ba9-adb2-2166cd2c6885 · outbound

This paper cites Deep-learning empowered customized chiral metasurface for calibration-free biosensing.

MetasurfaceViT: A generic AI model for metasurface inverse design Deep-learning empowered customized chiral metasurface for calibration-free biosensing

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:41:56.977628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 826b1e5a-fbc0-4705-a535-dbeb291ed68f · outbound

This paper cites Deep learning for the design of photonic structures.

MetasurfaceViT: A generic AI model for metasurface inverse design Deep learning for the design of photonic structures

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:41:56.964899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 47284038-95a6-486d-9aee-704fdfa3d1f3 · outbound

This paper cites Pushing the limits of functionality-multiplexing capability in metasurface design based on statistical machine learning.

MetasurfaceViT: A generic AI model for metasurface inverse design Pushing the limits of functionality-multiplexing capability in metasurface design based on statistical machine learning

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-16T11:41:56.520831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 615f5bea-9fc8-4be6-9ad3-69c2b27f7d29 · outbound

This paper cites Interfacing nanophotonics with deep neural networks: Ai for photonic design and photonic implementation of ai.

MetasurfaceViT: A generic AI model for metasurface inverse design Interfacing nanophotonics with deep neural networks: Ai for photonic design and photonic implementation of ai

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:41:56.944328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 892da95c-a788-4cbb-a3c0-f471037ecc49 · outbound

This paper cites Design of multifunctional color routers with kerker switching using generative adversarial networks.

MetasurfaceViT: A generic AI model for metasurface inverse design Design of multifunctional color routers with kerker switching using generative adversarial networks

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:41:56.931469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6fbcde6c-4e6c-499c-8de9-09aded976b2c · outbound

This paper cites Attention is all you need.

MetasurfaceViT: A generic AI model for metasurface inverse design Attention is all you need

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-16T11:41:56.533469Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c419eaac-5423-4729-becd-7a19a290a6fa · outbound

This paper cites A survey on large language model based autonomous agents.

MetasurfaceViT: A generic AI model for metasurface inverse design A survey on large language model based autonomous agents

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-16T11:41:56.537397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ed896c9-e0e2-46c1-a50f-e1fec7752ec2 · outbound

This paper cites A survey on vision transformer.

MetasurfaceViT: A generic AI model for metasurface inverse design A survey on vision transformer

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-16T11:41:56.541620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4953d23b-0929-4cc7-9b16-9f3513177ad1 · outbound

This paper cites Highly accurate protein structure prediction with alphafold.

MetasurfaceViT: A generic AI model for metasurface inverse design Highly accurate protein structure prediction with alphafold

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-16T11:41:56.545609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bcc8fe56-32ac-487e-9a3a-5e8d7f249cb8 · outbound

This paper cites Transformers enable accurate prediction of acute and chronic chemical toxicity in aquatic organisms.

MetasurfaceViT: A generic AI model for metasurface inverse design Transformers enable accurate prediction of acute and chronic chemical toxicity in aquatic organisms

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:41:56.886654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 72e80f08-7c8c-439e-ab11-6ac2bb6b3762 · outbound

This paper cites A generative model for inorganic materials design.

MetasurfaceViT: A generic AI model for metasurface inverse design A generative model for inorganic materials design

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:41:56.873523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 06a81cea-af0a-4600-b319-7f8d384cd926 · outbound

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

MetasurfaceViT: A generic AI model for metasurface inverse design Scientific discovery in the age of artificial intelligence

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-16T11:41:56.557337Z

Source-reported events for the cited work

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Observation f25ff5ff-2644-4e11-bbbe-3698b2c028ac · outbound

This paper cites Data-centric artificial intelligence: A survey.

MetasurfaceViT: A generic AI model for metasurface inverse design Data-centric artificial intelligence: A survey

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:41:56.853093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 36c76704-3d5f-4aba-8f35-458f7ce654d9 · outbound

This paper cites Scaling Laws for Neural Language Models.

MetasurfaceViT: A generic AI model for metasurface inverse design Scaling Laws for Neural Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-16T11:41:56.565291Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df964322-35cf-4f55-aa00-257b15fb2ed1 · outbound

This paper cites Scaling vision transformers.

MetasurfaceViT: A generic AI model for metasurface inverse design Scaling vision transformers

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-16T11:41:56.569446Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37ace4d0-5136-4f1b-a59d-eb0afcc2f6ba · outbound

This paper cites Transfer learning for metamaterial design and simulation.

MetasurfaceViT: A generic AI model for metasurface inverse design Transfer learning for metamaterial design and simulation

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:41:56.832308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 8aaae3ba-a8c8-46af-8115-f1083eafe218 · outbound

This paper cites Meta-attention network based spectral reconstruction with snapshot near-infrared metasurface.

MetasurfaceViT: A generic AI model for metasurface inverse design Meta-attention network based spectral reconstruction with snapshot near-infrared metasurface

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:41:56.819821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 99ded946-6dca-46d5-8d55-d9b029b20dc7 · outbound

This paper cites Deep neural network enabled active metasurface embedded design.

MetasurfaceViT: A generic AI model for metasurface inverse design Deep neural network enabled active metasurface embedded design

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:41:56.807262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ce833817-15f2-4ffd-8194-39d53fd79703 · outbound

This paper cites Frequency transfer and inverse design for metasurface under multi-physics coupling by euler latent dynamic and data-analytical regularizations.

MetasurfaceViT: A generic AI model for metasurface inverse design Frequency transfer and inverse design for metasurface under multi-physics coupling by euler latent dynamic and data-analytical regularizations

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:41:56.794209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c9217dc5-2071-4abc-b93a-d553834af196 · outbound

This paper cites Spectral transfer-learning-based metasurface design assisted by complex-valued deep neural network.

MetasurfaceViT: A generic AI model for metasurface inverse design Spectral transfer-learning-based metasurface design assisted by complex-valued deep neural network

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:41:56.781441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d7b98dfb-2edb-483c-963c-20411e43e394 · outbound

This paper cites On-demand Quick Metasurface Design with Neighborhood Attention Transformer.

MetasurfaceViT: A generic AI model for metasurface inverse design On-demand Quick Metasurface Design with Neighborhood Attention Transformer

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-08-16T11:41:56.660587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f02edd4c-4de3-4abe-96ce-2ccf61a49849 · outbound

This paper cites Deep learning design for multiwavelength infrared image sensors based on dielectric freeform metasurface.

MetasurfaceViT: A generic AI model for metasurface inverse design Deep learning design for multiwavelength infrared image sensors based on dielectric freeform metasurface

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:41:56.768788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d0599df6-fc61-4f2f-8dbf-3962ca3fadf4 · outbound

This paper cites Harnessing the missing spectral correlation for metasurface inverse design.

MetasurfaceViT: A generic AI model for metasurface inverse design Harnessing the missing spectral correlation for metasurface inverse design

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:41:56.755671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f0f012d8-f9ef-425a-b0db-60f874170d35 · outbound

This paper cites Nanophotonic device design based on large language models: multilayer and metasurface examples.

MetasurfaceViT: A generic AI model for metasurface inverse design Nanophotonic device design based on large language models: multilayer and metasurface examples

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:41:56.740723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 00d0c1f5-fff4-4476-babd-8b4dafd73bf3 · outbound

This paper cites Optogpt: a foundation model for inverse design in optical multilayer thin film structures.

MetasurfaceViT: A generic AI model for metasurface inverse design Optogpt: a foundation model for inverse design in optical multilayer thin film structures

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:41:56.727750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0cd78f2f-342f-4cc0-83ec-7aa4b965e5f9 · outbound

This paper cites Observation of full-parameter jones matrix in bilayer metasurface.

MetasurfaceViT: A generic AI model for metasurface inverse design Observation of full-parameter jones matrix in bilayer metasurface

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:41:56.714522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5b45008c-8a6d-425a-a9cd-a6baa2c5a06c · outbound

This paper cites Single-shot simultaneous intensity, phase and polarization imaging with metasurface.

MetasurfaceViT: A generic AI model for metasurface inverse design Single-shot simultaneous intensity, phase and polarization imaging with metasurface

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:41:56.701333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6a99cd97-1fca-4ea4-9279-425f81fccc03 · outbound

This paper cites Toward the capacity limit of 2d planar jones matrix with a single-layer metasurface.

MetasurfaceViT: A generic AI model for metasurface inverse design Toward the capacity limit of 2d planar jones matrix with a single-layer metasurface

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:41:56.688433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Pith citing papers

Observation 51194e18-e58b-4948-9300-f57538907d0b · inbound

An Agentic Framework for Autonomous Metamaterial Modeling and Inverse Design cites this paper.

An Agentic Framework for Autonomous Metamaterial Modeling and Inverse Design MetasurfaceViT: A generic AI model for metasurface inverse design

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T05:51:44.410179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d86e35bf-a7d0-40e3-a853-c1d79ad46ab8 · inbound

Dimension expansion for simulation-efficient nanophotonic neural networks cites this paper.

Dimension expansion for simulation-efficient nanophotonic neural networks MetasurfaceViT: A generic AI model for metasurface inverse design

Reference 57

Resolution: verified exact; arxiv_id, observed 2026-07-04T19:10:05.865695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5fd3998b-78c8-4dff-add5-21e6fde7684c · inbound

Giant Second-Harmonic Generation in 3R-MoS2/MLM Hybrid Metasurfaces Cavities cites this paper.

Giant Second-Harmonic Generation in 3R-MoS2/MLM Hybrid Metasurfaces Cavities MetasurfaceViT: A generic AI model for metasurface inverse design

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-07-04T14:19:54.747328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.