Paper Citation Record · LEDGER

LLMatDesign: Autonomous Materials Discovery with Large Language Models

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 19 inbound Pith citation observations for arXiv:2406.13163.

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

pith.paper-citation-record.v1
2406.13163 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 19 of 19 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T10:44:02.902375Z

measured 1 of 1 external citation measurements

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

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

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

16
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 39e03c6c-60ae-4f6e-844c-d1a5af67312d · inbound

AI-driven materials design: a mini-review cites this paper.

AI-driven materials design: a mini-review LLMatDesign: Autonomous Materials Discovery with Large Language Models

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-09T10:44:02.902375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab4bb721-d867-404c-87e0-5a8de028be77 · inbound

Design Topological Materials by Reinforcement Fine-Tuned Generative Model cites this paper.

Design Topological Materials by Reinforcement Fine-Tuned Generative Model LLMatDesign: Autonomous Materials Discovery with Large Language Models

Reference 55

Resolution: verified exact; arxiv_id, observed 2026-05-22T19:16:58.715626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9a180722-1b75-455a-9f67-f26939cf1817 · inbound

Toward Greater Autonomy in Materials Discovery Agents: Unifying Planning, Physics, and Scientists cites this paper.

Toward Greater Autonomy in Materials Discovery Agents: Unifying Planning, Physics, and Scientists LLMatDesign: Autonomous Materials Discovery with Large Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T10:18:45.084791Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9bf69de0-6546-47d9-b93d-4d1536b7f46c · inbound

AlphaEvolve: A coding agent for scientific and algorithmic discovery cites this paper.

AlphaEvolve: A coding agent for scientific and algorithmic discovery LLMatDesign: Autonomous Materials Discovery with Large Language Models

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-05-10T21:27:24.598249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e54bd8bd-0364-4acf-b95c-69d2ebb3f8de · inbound

A Survey of AI for Materials Science: Foundation Models, LLM Agents, Datasets, and Tools cites this paper.

A Survey of AI for Materials Science: Foundation Models, LLM Agents, Datasets, and Tools LLMatDesign: Autonomous Materials Discovery with Large Language Models

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T22:45:51.562826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bdb117f7-7e16-4b41-a702-fd67bfcacf9e · inbound

AIMatDesign: Knowledge-Augmented Reinforcement Learning for Inverse Materials Design under Data Scarcity cites this paper.

AIMatDesign: Knowledge-Augmented Reinforcement Learning for Inverse Materials Design under Data Scarcity LLMatDesign: Autonomous Materials Discovery with Large Language Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T00:25:01.981081Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddeacc31-1290-4ba8-a926-542fba39537e · inbound

Evolving Roles of LLMs in Scientific Innovation: Assistant, Collaborator, Scientist, and Evaluator cites this paper.

Evolving Roles of LLMs in Scientific Innovation: Assistant, Collaborator, Scientist, and Evaluator LLMatDesign: Autonomous Materials Discovery with Large Language Models

Reference 70

Resolution: metadata mismatch; arxiv_id, observed 2026-05-19T05:17:06.149282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 77a173c7-81f8-4cc8-87ca-2cbaaf077d01 · inbound

SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration cites this paper.

SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration LLMatDesign: Autonomous Materials Discovery with Large Language Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T13:46:49.887526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 884bf07c-1478-4274-94e1-fadc68ead58c · inbound

GenoMAS: A Multi-Agent Framework for Scientific Discovery via Code-Driven Gene Expression Analysis cites this paper.

GenoMAS: A Multi-Agent Framework for Scientific Discovery via Code-Driven Gene Expression Analysis LLMatDesign: Autonomous Materials Discovery with Large Language Models

Reference 51

Resolution: verified exact; arxiv_id, observed 2026-05-22T00:40:51.457904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5ff0afd8-7075-42b3-9cb7-9dc2c0548863 · inbound

El Agente Quntur: A research collaborator agent for quantum chemistry cites this paper.

El Agente Quntur: A research collaborator agent for quantum chemistry LLMatDesign: Autonomous Materials Discovery with Large Language Models

Reference 52

Resolution: verified exact; arxiv_id, observed 2026-05-16T06:50:42.450252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1c4ed7b3-51ae-42cc-864e-0eb4cebf5730 · inbound

Scale-Dependent Input Representation and Confidence Estimation for LLMs in Materials Property Prediction cites this paper.

Scale-Dependent Input Representation and Confidence Estimation for LLMs in Materials Property Prediction LLMatDesign: Autonomous Materials Discovery with Large Language Models

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T11:01:31.593523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 13fec261-2daa-4781-8b5b-37f468cc8bec · inbound

PRISMat: Policy-Driven, Permutation-Invariant Autoregressive Material Generation cites this paper.

PRISMat: Policy-Driven, Permutation-Invariant Autoregressive Material Generation LLMatDesign: Autonomous Materials Discovery with Large Language Models

Reference 17

Resolution: metadata mismatch; arxiv_id, observed 2026-05-20T18:08:50.685323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 90976a4c-7e28-4fe7-9f0c-d92c3ecb2b8e · inbound

LLM-driven design of physics-constrained constitutive models: two agents are better than one cites this paper.

LLM-driven design of physics-constrained constitutive models: two agents are better than one LLMatDesign: Autonomous Materials Discovery with Large Language Models

Reference 106

Resolution: verified exact; arxiv_id, observed 2026-05-25T04:55:23.940816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0809a7b9-22fd-4632-b9df-221722fdafca · inbound

ChatMOSP: A Chemistry-Grounded Mobile Agent for Working-State Catalyst Simulations cites this paper.

ChatMOSP: A Chemistry-Grounded Mobile Agent for Working-State Catalyst Simulations LLMatDesign: Autonomous Materials Discovery with Large Language Models

Reference 38

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T14:44:45.659245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6b1a85b2-ae4c-4d39-a84a-33d2251b212b · inbound

General-purpose LLMs as Constrained Crystal Composition Generators cites this paper.

General-purpose LLMs as Constrained Crystal Composition Generators LLMatDesign: Autonomous Materials Discovery with Large Language Models

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-07-01T19:56:11.242650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ff4f07cd-51f0-4ea6-9b70-a094b5435cf6 · inbound

Matter to Mechanism: A Benchmark for AI Co-Scientists in Materials and Battery Research cites this paper.

Matter to Mechanism: A Benchmark for AI Co-Scientists in Materials and Battery Research LLMatDesign: Autonomous Materials Discovery with Large Language Models

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-07-02T01:26:23.888112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation efa5af4f-accd-40f1-9fe5-f73030019bf8 · inbound

My Chemical Harness: Evolutionary Molecular Design over Synthetic Pathways with Large Language Model Agents cites this paper.

My Chemical Harness: Evolutionary Molecular Design over Synthetic Pathways with Large Language Model Agents LLMatDesign: Autonomous Materials Discovery with Large Language Models

Reference 17

Resolution: metadata mismatch; arxiv_id, observed 2026-06-27T14:30:58.756572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3bef3c66-3e82-4dbc-a1bc-1c87920feba4 · inbound

LLM-Guided Test-Time Discovery of Quantum-Chemical Approximation Algorithms cites this paper.

LLM-Guided Test-Time Discovery of Quantum-Chemical Approximation Algorithms LLMatDesign: Autonomous Materials Discovery with Large Language Models

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-07-04T02:49:24.173372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 71d21728-3b95-4897-b7d5-dcd250cd5fa0 · inbound

Toward Auditable AI Scientists: A Hypothesis Evolution Protocol for LLM Agents cites this paper.

Toward Auditable AI Scientists: A Hypothesis Evolution Protocol for LLM Agents LLMatDesign: Autonomous Materials Discovery with Large Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-13T04:47:57.575546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.