Pith Number

pith:3HOYXYA7

pith:2023:3HOYXYA7MYHUYNUQXBJBR3GGCS

not attested not anchored not stored refs pending

Matbench Discovery -- A framework to evaluate machine learning crystal stability predictions

Alpha A. Lee, Anubhav Jain, Bowen Deng, Gerbrand Ceder, Janosh Riebesell, Kristin A. Persson, Mark Asta, Philipp Benner, Rhys E. A. Goodall, Yuan Chiang

arxiv:2308.14920 v3 · 2023-08-28 · cond-mat.mtrl-sci · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3HOYXYA7MYHUYNUQXBJBR3GGCS}

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

10 papers in Pith

MatMind: A Structure-Activity Knowledge-Driven Generative Foundation Model for Materials Science

DPA4: Pushing the Accuracy-Cost Frontier of Interatomic Potentials with EMFA SO(2) Convolution

MatFormBench: A Benchmarking Evaluation Framework for Target-Driven Materials Formulation

Open Materials 2024 (OMat24) Inorganic Materials Dataset and Models

JanusPipe: Efficient Pipeline Parallel Training for Machine Learning Interatomic Potentials

Receipt and verification

First computed	2026-07-05T09:47:26.161089Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d9dd8be01f660f4c3690b85218ecc6149d72fc218609e0edfb1c21394fc4a718

Aliases

arxiv: 2308.14920 · arxiv_version: 2308.14920v3 · doi: 10.48550/arxiv.2308.14920 · pith_short_12: 3HOYXYA7MYHU · pith_short_16: 3HOYXYA7MYHUYNUQ · pith_short_8: 3HOYXYA7

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/3HOYXYA7MYHUYNUQXBJBR3GGCS \
  | 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: d9dd8be01f660f4c3690b85218ecc6149d72fc218609e0edfb1c21394fc4a718

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1b27095d5051915e38aefff020ba8585cc0958f846dd178683b5e47359d3bf8a",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cond-mat.mtrl-sci",
    "submitted_at": "2023-08-28T22:29:57Z",
    "title_canon_sha256": "c63f42bdd4cd2aac05108e874c27a7342482cdbed2bc127d749207fa594ba785"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.14920",
    "kind": "arxiv",
    "version": 3
  }
}