Pith Number

pith:2IQCX44V

pith:2025:2IQCX44VFWFJEF43MLEGFCJCLW

not attested not anchored not stored refs pending

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

Chen Zhao, Minh-Hao Van, Prateek Verma, Xintao Wu

arxiv:2506.20743 v1 · 2025-06-25 · cs.LG · cs.CE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2IQCX44VFWFJEF43MLEGFCJCLW}

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

Property Prediction of Stacked Bilayer Materials: A Multimodal Learning Approach

General-purpose LLMs as Constrained Crystal Composition Generators

RECIPER: A Dual-View Retrieval Pipeline for Procedure-Oriented Materials Question Answering

Receipt and verification

First computed	2026-07-05T11:27:33.267139Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d2202bf3952d8a92179b62c86289225d9aea0fef38960a2f5c73968681db80e5

Aliases

arxiv: 2506.20743 · arxiv_version: 2506.20743v1 · doi: 10.48550/arxiv.2506.20743 · pith_short_12: 2IQCX44VFWFJ · pith_short_16: 2IQCX44VFWFJEF43 · pith_short_8: 2IQCX44V

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/2IQCX44VFWFJEF43MLEGFCJCLW \
  | 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: d2202bf3952d8a92179b62c86289225d9aea0fef38960a2f5c73968681db80e5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "977c66b04f788a5fa21928e7e7da653e30cc686f98e9071a0cef84421f9db502",
    "cross_cats_sorted": [
      "cs.CE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-25T18:10:30Z",
    "title_canon_sha256": "b6e330a8a602d3333f7ef66a87791e438587c03577d799ea0cbb2d32dbd83d50"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.20743",
    "kind": "arxiv",
    "version": 1
  }
}