Paper Citation Record · LEDGER

An Agentic Framework for Autonomous Metamaterial Modeling and Inverse Design

As of 8 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 1 inbound Pith citation observation for arXiv:2506.06935.

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

pith.paper-citation-record.v1
2506.06935 v2

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:51:44.470409Z

measured 39 of 39 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T13:51:32.462119Z

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

38 of 38 outbound references displayed

verified exact0
verified fuzzy28
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

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

Outbound references

Observation dd1da3cb-26a8-4501-b6a2-77ce0c9e6b27 · outbound

This paper cites an unresolved cited work.

An Agentic Framework for Autonomous Metamaterial Modeling and Inverse Design Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:51:44.759428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 94f776c0-55b4-469e-abb1-2ccea7360b71 · outbound

This paper cites A guidance to intelligent metamaterials and metamaterials intelligence.

An Agentic Framework for Autonomous Metamaterial Modeling and Inverse Design A guidance to intelligent metamaterials and metamaterials intelligence

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:51:44.752655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 35cbb254-3235-4d15-ba4d-e0c8ea2ef863 · outbound

This paper cites Machine intelligence in metamaterials design: a review.

An Agentic Framework for Autonomous Metamaterial Modeling and Inverse Design Machine intelligence in metamaterials design: a review

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:51:44.746020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b319054d-8bf0-4b8a-9c64-f8d851a0ab20 · outbound

This paper cites Harnessing the Missing Spectral Correlation for Metasurface Inverse Design.

An Agentic Framework for Autonomous Metamaterial Modeling and Inverse Design Harnessing the Missing Spectral Correlation for Metasurface Inverse Design

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:51:44.739365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c1458572-8661-4fd9-8fad-17e409a3d55b · outbound

This paper cites Diffusion probabilistic model based accurate and high-degree-of-freedom metasurface inverse design.

An Agentic Framework for Autonomous Metamaterial Modeling and Inverse Design Diffusion probabilistic model based accurate and high-degree-of-freedom metasurface inverse design

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:51:44.732228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5b13420e-86de-4086-8e5f-a3e1a74ff21d · outbound

This paper cites Plasmonic nanostructure design and characterization via Deep Learning.

An Agentic Framework for Autonomous Metamaterial Modeling and Inverse Design Plasmonic nanostructure design and characterization via Deep Learning

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:51:44.725270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e0fef9f5-bdba-4302-9b7e-87a1b28cf631 · outbound

This paper cites A.; Boltasseva, A.; Cai, W.; Liu, Y.

An Agentic Framework for Autonomous Metamaterial Modeling and Inverse Design A.; Boltasseva, A.; Cai, W.; Liu, Y

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:51:44.717928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a695d3fb-3716-44bf-802b-38e2ba2edbb4 · outbound

This paper cites M.; Padilla, W.

An Agentic Framework for Autonomous Metamaterial Modeling and Inverse Design M.; Padilla, W

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:51:44.710470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0c7f3ee4-d164-42de-988a-4613bb566a1c · outbound

This paper cites Prediction network of metamaterial with split ring resonator based on deep learning.

An Agentic Framework for Autonomous Metamaterial Modeling and Inverse Design Prediction network of metamaterial with split ring resonator based on deep learning

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:51:44.703799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fe2ed358-754d-4ed4-a7e6-d85396847609 · outbound

This paper cites G.; Joannopoulos, J.

An Agentic Framework for Autonomous Metamaterial Modeling and Inverse Design G.; Joannopoulos, J

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:51:44.696408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 459ee874-6b8a-49c9-aa17-956b1eca95b6 · outbound

This paper cites Metamaterial design with nested-CNN and prediction improvement with imputation.

An Agentic Framework for Autonomous Metamaterial Modeling and Inverse Design Metamaterial design with nested-CNN and prediction improvement with imputation

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:51:44.689052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9024d939-21d9-4243-83c5-b07f418b7141 · outbound

This paper cites Dispersion relation prediction and structure inverse design of elastic metamaterials via deep learning.

An Agentic Framework for Autonomous Metamaterial Modeling and Inverse Design Dispersion relation prediction and structure inverse design of elastic metamaterials via deep learning

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:51:44.682093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a13fbd4f-225c-4a87-bfcb-56e5b165444b · outbound

This paper cites Y.; Ang, Y.

An Agentic Framework for Autonomous Metamaterial Modeling and Inverse Design Y.; Ang, Y

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:51:44.674875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f1e28c32-152a-4dfb-8240-284fb64fcb2d · outbound

This paper cites Broadband solar metamaterial absorbers empowered by transformer-based deep learning.

An Agentic Framework for Autonomous Metamaterial Modeling and Inverse Design Broadband solar metamaterial absorbers empowered by transformer-based deep learning

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:51:44.667972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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

This paper cites MetasurfaceViT: A generic AI model for metasurface inverse design.

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 f4256678-4183-41d0-9083-6d036c232887 · outbound

This paper cites Benchmarking data-driven surrogate simulators for artificial electromagnetic materials.

An Agentic Framework for Autonomous Metamaterial Modeling and Inverse Design Benchmarking data-driven surrogate simulators for artificial electromagnetic materials

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:51:44.660536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation be857d0d-f460-4496-bc8b-aea48156b830 · outbound

This paper cites Graph Neural Networks for Metasurface Modeling.

An Agentic Framework for Autonomous Metamaterial Modeling and Inverse Design Graph Neural Networks for Metasurface Modeling

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:51:44.653291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 42c2708a-abba-45c1-8d90-abab302939ff · outbound

This paper cites Inverse design of a metasurface based on a deep tandem neural network.

An Agentic Framework for Autonomous Metamaterial Modeling and Inverse Design Inverse design of a metasurface based on a deep tandem neural network

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:51:44.646362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 928036c5-ca5b-4911-b6d1-3a0d18447890 · outbound

This paper cites J.; Malof, J.

An Agentic Framework for Autonomous Metamaterial Modeling and Inverse Design J.; Malof, J

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:51:44.639512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 78824797-7a25-4220-b6b7-3cbf2521143d · outbound

This paper cites an unresolved cited work.

An Agentic Framework for Autonomous Metamaterial Modeling and Inverse Design Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:51:44.632866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c738e3ce-4e87-4991-93e7-7afea3dd9a40 · outbound

This paper cites an unresolved cited work.

An Agentic Framework for Autonomous Metamaterial Modeling and Inverse Design Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:51:44.626317Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e45c96fa-4c8f-455e-92a2-04265d2b886f · outbound

This paper cites nature 2021, 596, 583--589.

An Agentic Framework for Autonomous Metamaterial Modeling and Inverse Design nature 2021, 596, 583--589

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:51:44.618936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d2bfd217-33a6-4af6-9157-a9ef4bf548e5 · outbound

This paper cites Neural operators for accelerating scientific simulations and design.

An Agentic Framework for Autonomous Metamaterial Modeling and Inverse Design Neural operators for accelerating scientific simulations and design

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:51:44.611974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6cb7c771-3b3e-4c45-880a-ca52dc5a3765 · outbound

This paper cites P.; Barzilay, R.

An Agentic Framework for Autonomous Metamaterial Modeling and Inverse Design P.; Barzilay, R

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:51:44.604329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 497b76ed-c87c-46db-88a5-20b8930690b6 · outbound

This paper cites Benchmarking deep inverse models over time, and the neural-adjoint method.

An Agentic Framework for Autonomous Metamaterial Modeling and Inverse Design Benchmarking deep inverse models over time, and the neural-adjoint method

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:51:44.596204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 69daec63-cfae-47ba-b278-87556f03a215 · outbound

This paper cites D.; Dhariwal, P.; Neelakantan, A.; Shyam, P.; Sastry, G.; Askell, A.; others Language models are few-shot learners.

An Agentic Framework for Autonomous Metamaterial Modeling and Inverse Design D.; Dhariwal, P.; Neelakantan, A.; Shyam, P.; Sastry, G.; Askell, A.; others Language models are few-shot learners

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:51:44.587618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4e53fb58-9e55-4c35-a1ec-ad38bf28a238 · outbound

This paper cites V.; Zhou, D.; others Chain-of-thought prompting elicits reasoning in large language models.

An Agentic Framework for Autonomous Metamaterial Modeling and Inverse Design V.; Zhou, D.; others Chain-of-thought prompting elicits reasoning in large language models

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:51:44.578707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cf40aeee-03ce-4105-bf17-23cd800b9b58 · outbound

This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.

An Agentic Framework for Autonomous Metamaterial Modeling and Inverse Design Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T05:51:44.442603Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5f62053-be95-4576-86f1-ea37d25ebaa7 · outbound

This paper cites Tree of thoughts: Deliberate problem solving with large language models.

An Agentic Framework for Autonomous Metamaterial Modeling and Inverse Design Tree of thoughts: Deliberate problem solving with large language models

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:51:44.570327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5357d025-3c34-4326-9072-b5efdd33521a · outbound

This paper cites Code complete: a practical handbook of software construction; Microsoft Press, 1993.

An Agentic Framework for Autonomous Metamaterial Modeling and Inverse Design Code complete: a practical handbook of software construction; Microsoft Press, 1993

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:51:44.562556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4027d86a-f514-4706-b2de-b50874a88d88 · outbound

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

An Agentic Framework for Autonomous Metamaterial Modeling and Inverse Design The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T05:51:44.450132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85d9da0c-2561-4f11-8d21-0e7c73f341a0 · outbound

This paper cites Agent Laboratory: Using LLM Agents as Research Assistants.

An Agentic Framework for Autonomous Metamaterial Modeling and Inverse Design Agent Laboratory: Using LLM Agents as Research Assistants

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T05:51:44.453158Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ff0c66a-00db-4a02-97bd-c54d3ede59fe · outbound

This paper cites A multi-agentic framework for real-time, autonomous freeform metasurface design.

An Agentic Framework for Autonomous Metamaterial Modeling and Inverse Design A multi-agentic framework for real-time, autonomous freeform metasurface design

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T05:51:44.455856Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 941cf9ab-435c-4516-ae06-c7c593837f43 · outbound

This paper cites AIDE: AI-Driven Exploration in the Space of Code.

An Agentic Framework for Autonomous Metamaterial Modeling and Inverse Design AIDE: AI-Driven Exploration in the Space of Code

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T05:51:44.458798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3679c950-cd40-4e29-af5d-41f82ae714f8 · outbound

This paper cites S.; Chowdhury, N.; Jaffe, O.; Aung, J.; Sherburn, D.; Mays, E.; Starace, G.; Liu, K.; Maksin, L.; Patwardhan, T.; Madry, A.; Weng, L.

An Agentic Framework for Autonomous Metamaterial Modeling and Inverse Design S.; Chowdhury, N.; Jaffe, O.; Aung, J.; Sherburn, D.; Mays, E.; Starace, G.; Liu, K.; Maksin, L.; Patwardhan, T.; Madry, A.; Weng, L

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:51:44.554676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1afa4331-b404-4fc9-8dae-98ab008fc3b7 · outbound

This paper cites Benchmarking Deep Inverse Models over time, and the Neural-Adjoint method.

An Agentic Framework for Autonomous Metamaterial Modeling and Inverse Design Benchmarking Deep Inverse Models over time, and the Neural-Adjoint method

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:51:44.546692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1c3f8e32-a7c8-4699-9130-013968e09824 · outbound

This paper cites M.; Padilla, W.

An Agentic Framework for Autonomous Metamaterial Modeling and Inverse Design M.; Padilla, W

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:51:44.537738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 76a598f3-2c73-49f7-8a97-cc84179e5d0c · outbound

This paper cites Darwin Godel Machine: Open-Ended Evolution of Self-Improving Agents.

An Agentic Framework for Autonomous Metamaterial Modeling and Inverse Design Darwin Godel Machine: Open-Ended Evolution of Self-Improving Agents

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T05:51:44.470409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation ccc4a93c-dbc6-4d2f-9b5f-06e4fb00de4f · inbound

Agentic Exploration of Physics Models cites this paper.

Agentic Exploration of Physics Models An Agentic Framework for Autonomous Metamaterial Modeling and Inverse Design

Reference 39

Resolution: verified exact; local_arxiv, observed 2026-08-04T13:53:29.175049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.