Pith Number

pith:XTG4HSCG

pith:2024:XTG4HSCGWSYZGSXLVGI6FGV4GS

not attested not anchored not stored refs pending

Developing a Foundation Model for Predicting Material Failure

Abigail Hunter, Agnese Marcato, Aleksandra Pachalieva, Daniel O'Malley, Earl Lawrence, Esteban Rougier, Hari Viswanathan, Janel Chua, Javier E. Santos, Jeffrey Hyman, Kai Gao, Qinjun Kang, Ryley Hill

arxiv:2411.08354 v1 · 2024-11-13 · physics.geo-ph

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XTG4HSCGWSYZGSXLVGI6FGV4GS}

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

1 paper in Pith

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

Receipt and verification

First computed	2026-07-05T09:34:45.901783Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bccdc3c846b4b1934aeba991e29abc34abf6c889f565a66a7511ab56ab792dda

Aliases

arxiv: 2411.08354 · arxiv_version: 2411.08354v1 · doi: 10.48550/arxiv.2411.08354 · pith_short_12: XTG4HSCGWSYZ · pith_short_16: XTG4HSCGWSYZGSXL · pith_short_8: XTG4HSCG

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/XTG4HSCGWSYZGSXLVGI6FGV4GS \
  | 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: bccdc3c846b4b1934aeba991e29abc34abf6c889f565a66a7511ab56ab792dda

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "512e2cd0e3ea95a629ca74d55abd7a4d244c6bd038130ec5677d2aa32557bf5f",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "physics.geo-ph",
    "submitted_at": "2024-11-13T05:58:21Z",
    "title_canon_sha256": "ff75be646b59d18f8806cdc1f7197e422a482d1db889402536f8801e5948ab7f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.08354",
    "kind": "arxiv",
    "version": 1
  }
}