Pith Number

pith:C4ENN63P

pith:2026:C4ENN63PMUJFQA6IS7UWINY6YY

not attested not anchored not stored refs pending

Machine Learning Interatomic Potentials: Advancing Open-Source Software for Efficient and Scalable Molecular Simulation

Adrien Pichard, Armand Picard, Christoph Brunken, Eszter Varga-Umbrich, Heloise Chomet, Jules Tilly, Leon Wehrhan, Lucien Walewski, Marco Carobene, Marie Bluntzer, Massimo Bortone, Miguel Bragan\c{c}a, Olivier Peltre, Silvia Acosta-Guti\'errez, Titouan Cormier, Valentin Heyraud, Yessine Khanfir, Zachary Weller-Davies

arxiv:2605.22698 v1 · 2026-05-21 · physics.chem-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{C4ENN63PMUJFQA6IS7UWINY6YY}

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.

Receipt and verification

First computed	2026-05-22T02:04:50.896380Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1708d6fb6f65125803c897e964371ec63baa5360cd8c1303823755c1bd5510c2

Aliases

arxiv: 2605.22698 · arxiv_version: 2605.22698v1 · doi: 10.48550/arxiv.2605.22698 · pith_short_12: C4ENN63PMUJF · pith_short_16: C4ENN63PMUJFQA6I · pith_short_8: C4ENN63P

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/C4ENN63PMUJFQA6IS7UWINY6YY \
  | 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: 1708d6fb6f65125803c897e964371ec63baa5360cd8c1303823755c1bd5510c2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cebf6ecc3b1f09df157847a293254f59a52c88b6df65a2efc1b10a4110a5bcb4",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "physics.chem-ph",
    "submitted_at": "2026-05-21T16:40:40Z",
    "title_canon_sha256": "96883b53ade04e9313f6917b59d8594dfb92fcc1d8aa4f618ec041717e34c2c0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.22698",
    "kind": "arxiv",
    "version": 1
  }
}