Pith Number

pith:ZGRR4BMZ

pith:2019:ZGRR4BMZYGWOF7LUCA4MMMAA3G

not attested not anchored not stored refs pending

A Performance and Cost Assessment of Machine Learning Interatomic Potentials

Aidan P. Thompson, Alexander V. Shapeev, Chi Chen, G\'abor Cs\'anyi, J\"org Behler, Mitchell A. Wood, Shyue Ping Ong, Xiangguo Li, Yiming Chen, Yunxing Zuo, Zhi Deng

arxiv:1906.08888 v4 · 2019-06-20 · physics.comp-ph · cond-mat.mtrl-sci

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZGRR4BMZYGWOF7LUCA4MMMAA3G}

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

Thermal Conductivity Modeling using Machine Learning Potentials: Application to Crystalline and Amorphous Silicon

Receipt and verification

First computed	2026-07-05T00:38:45.542737Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c9a31e0599c1ace2fd741038c63000d9a940e6a857f66eb241253454c2f57674

Aliases

arxiv: 1906.08888 · arxiv_version: 1906.08888v4 · doi: 10.48550/arxiv.1906.08888 · pith_short_12: ZGRR4BMZYGWO · pith_short_16: ZGRR4BMZYGWOF7LU · pith_short_8: ZGRR4BMZ

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/ZGRR4BMZYGWOF7LUCA4MMMAA3G \
  | 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: c9a31e0599c1ace2fd741038c63000d9a940e6a857f66eb241253454c2f57674

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bcbcbcff07d820588c1e46c5c12bc4444404ee6d2050f57b22ca788f0bca230d",
    "cross_cats_sorted": [
      "cond-mat.mtrl-sci"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "physics.comp-ph",
    "submitted_at": "2019-06-20T22:44:53Z",
    "title_canon_sha256": "b522ba9480cfbb6dfb9c6bc594b08bb0295d47c25ec580f38daef27423af99ca"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.08888",
    "kind": "arxiv",
    "version": 4
  }
}