Pith Number

pith:GEC54J3D

pith:2025:GEC54J3DSCQY4EXFQLZ63REEP6

not attested not anchored not stored refs pending

Learning Non-Local Molecular Interactions via Equivariant Local Representations and Charge Equilibration

Julija Zavadlav, Micha{\l} Sanocki, Paul Fuchs

arxiv:2501.19179 v2 · 2025-01-31 · physics.chem-ph · cs.LG · physics.comp-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{GEC54J3DSCQY4EXFQLZ63REEP6}

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

chemtrain-deploy: A parallel and scalable framework for machine learning potentials in million-atom MD simulations

Receipt and verification

First computed	2026-07-05T11:28:13.857070Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3105de276390a18e12e582f3edc4847f974d772277cc9ffd731387ff012910ee

Aliases

arxiv: 2501.19179 · arxiv_version: 2501.19179v2 · doi: 10.48550/arxiv.2501.19179 · pith_short_12: GEC54J3DSCQY · pith_short_16: GEC54J3DSCQY4EXF · pith_short_8: GEC54J3D

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/GEC54J3DSCQY4EXFQLZ63REEP6 \
  | 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: 3105de276390a18e12e582f3edc4847f974d772277cc9ffd731387ff012910ee

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1fce7f4b93a3adedf11c63d072d270fe177a7b45f7f381262cbeb70091313dd1",
    "cross_cats_sorted": [
      "cs.LG",
      "physics.comp-ph"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "physics.chem-ph",
    "submitted_at": "2025-01-31T14:43:22Z",
    "title_canon_sha256": "a78fe35df2a66ab1fb785d741c403b6ab1016d978da628ecb4e334137611e278"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.19179",
    "kind": "arxiv",
    "version": 2
  }
}