Paper Citation Record · LEDGER

MatterChat: A Multi-Modal LLM for Material Science

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 10 inbound Pith citation observations for arXiv:2502.13107.

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

pith.paper-citation-record.v1
2502.13107 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 10 of 10 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 10 of 10 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:34:31.360826Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T20:56:14.449117Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 9b41070b-7fc6-4413-a6d4-9835545bdc9e · inbound

Uncovering Bottlenecks and Optimizing Scientific Lab Workflows with Cycle Time Reduction Agents cites this paper.

Uncovering Bottlenecks and Optimizing Scientific Lab Workflows with Cycle Time Reduction Agents MatterChat: A Multi-Modal LLM for Material Science

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T14:34:31.360826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a72248e3-174a-4e94-a11f-d0322d54f38d · inbound

Stress-Testing Multimodal Foundation Models for Crystallographic Reasoning cites this paper.

Stress-Testing Multimodal Foundation Models for Crystallographic Reasoning MatterChat: A Multi-Modal LLM for Material Science

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T00:43:54.508895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31273d3d-26ef-4641-8961-5846f501f74b · 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 MatterChat: A Multi-Modal LLM for Material Science

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T22:45:50.476132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3717f4d1-333b-4666-a7a7-de1cf88fd272 · inbound

Perovskite-R1: a domain-specialized large language model for intelligent discovery of precursor additives and experimental design cites this paper.

Perovskite-R1: a domain-specialized large language model for intelligent discovery of precursor additives and experimental design MatterChat: A Multi-Modal LLM for Material Science

Reference 49

Resolution: metadata mismatch; arxiv_id, observed 2026-05-22T00:30:49.300154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c42752fa-7645-4ce8-a9da-1b9ff5aaa83f · inbound

AtomWorld: A Benchmark for Evaluating Spatial Reasoning in Large Language Models on Crystalline Materials cites this paper.

AtomWorld: A Benchmark for Evaluating Spatial Reasoning in Large Language Models on Crystalline Materials MatterChat: A Multi-Modal LLM for Material Science

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T11:26:06.512614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48d93810-3102-4644-8cf1-5b0fe0ea7ed8 · 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 MatterChat: A Multi-Modal LLM for Material Science

Reference 8

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T11:01:31.635693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a7a1486f-4d86-4532-b67b-099a27b4208c · inbound

SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules cites this paper.

SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules MatterChat: A Multi-Modal LLM for Material Science

Reference 43

Resolution: verified exact; arxiv_id, observed 2026-05-22T05:31:07.770876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2fdbd9f8-5be0-4aaf-b393-37813643048f · inbound

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

General-purpose LLMs as Constrained Crystal Composition Generators MatterChat: A Multi-Modal LLM for Material Science

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-07-01T19:56:11.222830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c4329a7d-dfd6-4cc4-9c30-b2d5943236c2 · inbound

Reasoning4Sciences: Bridging Reasoning Language Models to All Scientific Branches cites this paper.

Reasoning4Sciences: Bridging Reasoning Language Models to All Scientific Branches MatterChat: A Multi-Modal LLM for Material Science

Reference 267

Resolution: verified exact; arxiv_id, observed 2026-07-01T20:56:14.450455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 322d1a41-5a57-4873-9014-c9b7befdd3fe · inbound

Reasoning4Sciences: Bridging Reasoning Language Models to All Scientific Branches cites this paper.

Reasoning4Sciences: Bridging Reasoning Language Models to All Scientific Branches MatterChat: A Multi-Modal LLM for Material Science

Reference 284

Resolution: verified exact; arxiv_id, observed 2026-07-01T08:35:34.052430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.