Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T05:36:38.553844Z
Paper Citation Record · LEDGER
CheMatAgent: Enhancing LLMs for Chemistry and Materials Science through Tree-Search Based Tool Learning
As of 7 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 4 inbound Pith citation observations for arXiv:2506.07551.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-07-14T19:59:59.030585Z
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 2026-08-07T06:34:17.273281+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 2026-08-07T06:34:17.273281+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 2026-08-07T06:34:17.273281+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 2026-08-07T06:34:17.273281+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 2026-08-07T06:34:17.273281+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 2026-08-07T06:34:17.273281+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 2026-08-07T06:34:17.273281+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 2026-08-07T06:34:17.273281+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 2026-08-07T06:34:17.273281+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 2026-08-07T06:34:17.273281+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 2026-08-07T06:34:17.273281+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 2026-08-07T06:34:17.273281+00:00.