Paper Citation Record · LEDGER

CheMatAgent: Enhancing LLMs for Chemistry and Materials Science through Tree-Search Based Tool Learning

As of 17 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 5 inbound Pith citation observations for arXiv:2506.07551.

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

pith.paper-citation-record.v1
2506.07551 v2

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:36:38.553844Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T23:01:35.550199Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T08:03:14.067437Z

Reference resolution

32 of 32 outbound references displayed

verified exact0
verified fuzzy0
unresolved32
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7fa61415-23f2-41e9-90c3-ad733b76f20d · outbound

This paper cites online" 'onlinestring :=.

CheMatAgent: Enhancing LLMs for Chemistry and Materials Science through Tree-Search Based Tool Learning online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T05:36:38.425026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3f9adec-64f9-4bfc-9bcb-c2cbdb5605e8 · outbound

This paper cites write newline.

CheMatAgent: Enhancing LLMs for Chemistry and Materials Science through Tree-Search Based Tool Learning write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T05:36:38.430016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e9bdfdf-bb64-4078-92a4-00fb1c15fca3 · outbound

This paper cites ChemCrow: Augmenting large-language models with chemistry tools.

CheMatAgent: Enhancing LLMs for Chemistry and Materials Science through Tree-Search Based Tool Learning ChemCrow: Augmenting large-language models with chemistry tools

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T05:36:38.435251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7fb1b3b2-3966-48c9-8a02-100d9ca0a134 · outbound

This paper cites AlphaMath Almost Zero: Process Supervision without Process.

CheMatAgent: Enhancing LLMs for Chemistry and Materials Science through Tree-Search Based Tool Learning AlphaMath Almost Zero: Process Supervision without Process

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T05:36:38.439633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6749814d-8a1e-4756-9cbc-f9935e3b72cf · outbound

This paper cites Step-level Value Preference Optimization for Mathematical Reasoning.

CheMatAgent: Enhancing LLMs for Chemistry and Materials Science through Tree-Search Based Tool Learning Step-level Value Preference Optimization for Mathematical Reasoning

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T05:36:38.444011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d2b0781-7db6-4310-9805-80c3334eb3b5 · outbound

This paper cites Advancing Tool-Augmented Large Language Models: Integrating Insights from Errors in Inference Trees.

CheMatAgent: Enhancing LLMs for Chemistry and Materials Science through Tree-Search Based Tool Learning Advancing Tool-Augmented Large Language Models: Integrating Insights from Errors in Inference Trees

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T05:36:38.448589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e564b846-5090-48b1-b5a7-89c1221a171c · outbound

This paper cites an unresolved cited work.

CheMatAgent: Enhancing LLMs for Chemistry and Materials Science through Tree-Search Based Tool Learning Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:36:38.938447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 0da45375-e220-4b6c-95dc-0e0420d0fe49 · outbound

This paper cites an unresolved cited work.

CheMatAgent: Enhancing LLMs for Chemistry and Materials Science through Tree-Search Based Tool Learning Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:36:38.926495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 9eff5e91-bc85-4965-9883-3ce7a5fdba20 · outbound

This paper cites an unresolved cited work.

CheMatAgent: Enhancing LLMs for Chemistry and Materials Science through Tree-Search Based Tool Learning Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T05:36:38.463988Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ae2162b-0915-4a39-a61f-90a6cbe0a9e6 · outbound

This paper cites an unresolved cited work.

CheMatAgent: Enhancing LLMs for Chemistry and Materials Science through Tree-Search Based Tool Learning Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T05:36:38.468162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa4fea09-037c-41b0-8fcd-2fbc317e8b33 · outbound

This paper cites ToolACE: Winning the Points of LLM Function Calling.

CheMatAgent: Enhancing LLMs for Chemistry and Materials Science through Tree-Search Based Tool Learning ToolACE: Winning the Points of LLM Function Calling

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T05:36:38.471805Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 008824c8-22af-465e-b9da-1889061d475b · outbound

This paper cites SciAgent: Tool-augmented Language Models for Scientific Reasoning.

CheMatAgent: Enhancing LLMs for Chemistry and Materials Science through Tree-Search Based Tool Learning SciAgent: Tool-augmented Language Models for Scientific Reasoning

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T05:36:38.476164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 821a0e5b-f6af-4e80-ad84-040dafc2f80f · outbound

This paper cites an unresolved cited work.

CheMatAgent: Enhancing LLMs for Chemistry and Materials Science through Tree-Search Based Tool Learning Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:36:38.897878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d6ad93f0-ed03-42c1-8c78-34292629a74e · outbound

This paper cites Are large language models superhuman chemists?.

CheMatAgent: Enhancing LLMs for Chemistry and Materials Science through Tree-Search Based Tool Learning Are large language models superhuman chemists?

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T05:36:38.484334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4094886c-2a7c-47ba-9d7a-5745ca6fdef2 · outbound

This paper cites an unresolved cited work.

CheMatAgent: Enhancing LLMs for Chemistry and Materials Science through Tree-Search Based Tool Learning Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:36:38.885576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4be20cc7-efe2-4cb4-b65d-6fcfd04b3340 · outbound

This paper cites TALM: Tool Augmented Language Models.

CheMatAgent: Enhancing LLMs for Chemistry and Materials Science through Tree-Search Based Tool Learning TALM: Tool Augmented Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T05:36:38.492190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f75fb25-5ff3-4456-b314-87b9737e41c2 · outbound

This paper cites an unresolved cited work.

CheMatAgent: Enhancing LLMs for Chemistry and Materials Science through Tree-Search Based Tool Learning Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T05:36:38.496319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb137789-58a3-4a52-83ec-760aabb2ba38 · outbound

This paper cites an unresolved cited work.

CheMatAgent: Enhancing LLMs for Chemistry and Materials Science through Tree-Search Based Tool Learning Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:36:38.865156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e19a717f-137b-45cd-9208-df3e05dcdf37 · outbound

This paper cites ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs.

CheMatAgent: Enhancing LLMs for Chemistry and Materials Science through Tree-Search Based Tool Learning ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T05:36:38.503741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 533f05f2-74e3-42f6-8022-b46fcbcba3cd · outbound

This paper cites an unresolved cited work.

CheMatAgent: Enhancing LLMs for Chemistry and Materials Science through Tree-Search Based Tool Learning Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T05:36:38.508124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb55c5dc-9e9c-4101-9601-ebb57effaef0 · outbound

This paper cites an unresolved cited work.

CheMatAgent: Enhancing LLMs for Chemistry and Materials Science through Tree-Search Based Tool Learning Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T05:36:38.511792Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98ead9c6-adf8-492c-8c7a-f815740e7be1 · outbound

This paper cites an unresolved cited work.

CheMatAgent: Enhancing LLMs for Chemistry and Materials Science through Tree-Search Based Tool Learning Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T05:36:38.515416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1d07fc9-dfce-45c5-b05b-89e707818a25 · outbound

This paper cites Trial and Error: Exploration-Based Trajectory Optimization for LLM Agents.

CheMatAgent: Enhancing LLMs for Chemistry and Materials Science through Tree-Search Based Tool Learning Trial and Error: Exploration-Based Trajectory Optimization for LLM Agents

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T05:36:38.519062Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67ea7c53-6ee1-4b7d-9d01-e18c8c9dc127 · outbound

This paper cites an unresolved cited work.

CheMatAgent: Enhancing LLMs for Chemistry and Materials Science through Tree-Search Based Tool Learning Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:36:38.826647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d1842d38-4d20-4eaf-b30f-ad7df9642cbf · outbound

This paper cites Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing.

CheMatAgent: Enhancing LLMs for Chemistry and Materials Science through Tree-Search Based Tool Learning Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T05:36:38.526625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4638f2d-81d5-4656-ab65-e86ab00bd447 · outbound

This paper cites an unresolved cited work.

CheMatAgent: Enhancing LLMs for Chemistry and Materials Science through Tree-Search Based Tool Learning Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:36:38.814535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4f6ed27f-4bcf-4d03-b5bc-bab35f589752 · outbound

This paper cites an unresolved cited work.

CheMatAgent: Enhancing LLMs for Chemistry and Materials Science through Tree-Search Based Tool Learning Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:36:38.802243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ec8bc062-8b9a-4b93-bb92-c2e70f8962be · outbound

This paper cites ToolPlanner: A Tool Augmented LLM for Multi Granularity Instructions with Path Planning and Feedback.

CheMatAgent: Enhancing LLMs for Chemistry and Materials Science through Tree-Search Based Tool Learning ToolPlanner: A Tool Augmented LLM for Multi Granularity Instructions with Path Planning and Feedback

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T05:36:38.537984Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db2f15d3-b06e-4d1e-9316-1509b0dd5af5 · outbound

This paper cites an unresolved cited work.

CheMatAgent: Enhancing LLMs for Chemistry and Materials Science through Tree-Search Based Tool Learning Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:36:38.789984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation cc91fd04-9f02-4dc1-80dc-a1c9320020f8 · outbound

This paper cites ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search.

CheMatAgent: Enhancing LLMs for Chemistry and Materials Science through Tree-Search Based Tool Learning ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T05:36:38.545811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d862298-055d-4673-a2dc-59e6d51dc354 · outbound

This paper cites ChemLLM: A Chemical Large Language Model.

CheMatAgent: Enhancing LLMs for Chemistry and Materials Science through Tree-Search Based Tool Learning ChemLLM: A Chemical Large Language Model

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T05:36:38.549855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a660e78a-0202-4906-8be5-b681e90e036b · outbound

This paper cites Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.

CheMatAgent: Enhancing LLMs for Chemistry and Materials Science through Tree-Search Based Tool Learning Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T05:36:38.553844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation e29364c4-79eb-4d9e-be16-4fb19024d279 · inbound

Evo-Memory: Benchmarking LLM Agent Test-time Learning with Self-Evolving Memory cites this paper.

Evo-Memory: Benchmarking LLM Agent Test-time Learning with Self-Evolving Memory CheMatAgent: Enhancing LLMs for Chemistry and Materials Science through Tree-Search Based Tool Learning

Reference 295

Resolution: verified exact; arxiv_id, observed 2026-05-14T23:13:16.053291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c5a66fee-8e5a-4d1c-9dcf-9eca83d7ccbf · inbound

Open, Reliable, and Collective: A Community-Driven Framework for Tool-Using AI Agents cites this paper.

Open, Reliable, and Collective: A Community-Driven Framework for Tool-Using AI Agents CheMatAgent: Enhancing LLMs for Chemistry and Materials Science through Tree-Search Based Tool Learning

Reference 44

Resolution: unresolved; no resolver link, observed 2026-07-14T19:59:59.030585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84d0d05d-2107-4762-b0dd-82c363cc83dd · inbound

Can Agents Price a Reaction? Evaluating LLMs on Chemical Cost Reasoning cites this paper.

Can Agents Price a Reaction? Evaluating LLMs on Chemical Cost Reasoning CheMatAgent: Enhancing LLMs for Chemistry and Materials Science through Tree-Search Based Tool Learning

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-11T01:45:51.808815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 7c8dee44-d09b-436f-86e9-14733ad50f1c · inbound

Battery-Sim-Agent: Leveraging LLM-Agent for Inverse Battery Parameter Estimation cites this paper.

Battery-Sim-Agent: Leveraging LLM-Agent for Inverse Battery Parameter Estimation CheMatAgent: Enhancing LLMs for Chemistry and Materials Science through Tree-Search Based Tool Learning

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-06-29T08:03:14.068920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 9b1e3e64-304b-4287-bd15-f678d3f508d2 · inbound

The Horizon Gap: Planning, Memory, Execution, Training, and Evaluation for Long-Horizon LLM Agents cites this paper.

The Horizon Gap: Planning, Memory, Execution, Training, and Evaluation for Long-Horizon LLM Agents CheMatAgent: Enhancing LLMs for Chemistry and Materials Science through Tree-Search Based Tool Learning

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-10T23:01:35.550199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.