Pith Number

pith:32HO7WYF

pith:2025:32HO7WYFQZO6DT5ZA2WZ5UO4BT

not attested not anchored not stored refs pending

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

Binbin Lin, Dongzhan Zhou, Mengsong Wu, Tong Xie, Wenliang Chen, Yafei Wang, Yidong Ming, Yuqi An, Yuqiang Li, Yuwei Wan

arxiv:2506.07551 v2 · 2025-06-09 · cs.LG · cs.AI · cs.CE · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{32HO7WYFQZO6DT5ZA2WZ5UO4BT}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

3 papers in Pith

Battery-Sim-Agent: Leveraging LLM-Agent for Inverse Battery Parameter Estimation

Evo-Memory: Benchmarking LLM Agent Test-time Learning with Self-Evolving Memory

Can Agents Price a Reaction? Evaluating LLMs on Chemical Cost Reasoning

Receipt and verification

First computed	2026-07-05T11:20:13.862418Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

de8eefdb05865de1cfb906ad9ed1dc0cf09e7c87c0559c14eb53ce5999074080

Aliases

arxiv: 2506.07551 · arxiv_version: 2506.07551v2 · doi: 10.48550/arxiv.2506.07551 · pith_short_12: 32HO7WYFQZO6 · pith_short_16: 32HO7WYFQZO6DT5Z · pith_short_8: 32HO7WYF

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/32HO7WYFQZO6DT5ZA2WZ5UO4BT \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: de8eefdb05865de1cfb906ad9ed1dc0cf09e7c87c0559c14eb53ce5999074080

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "92a49d45b38e55f409a0fca15d9345bcd8ed92a86af8ea47f22712cc34494d52",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CE",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-09T08:41:39Z",
    "title_canon_sha256": "154a720dcdbdb15afcc67a25cc9cd1ffd318a77a73086ca12c6896311e06648d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.07551",
    "kind": "arxiv",
    "version": 2
  }
}