Pith Number

pith:D5KVFJ63

pith:2024:D5KVFJ63DSSXYCMPMCYGPZEB5V

not attested not anchored not stored refs pending

Machine Learning Potentials: A Roadmap Toward Next-Generation Biomolecular Simulations

Gianni de Fabritiis

arxiv:2408.12625 v1 · 2024-08-17 · physics.chem-ph · 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{D5KVFJ63DSSXYCMPMCYGPZEB5V}

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

QuantumBind-RBFE: Accurate Relative Binding Free Energy Calculations Using Neural Network Potentials

Receipt and verification

First computed	2026-07-05T08:58:27.449360Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1f5552a7db1ca57c098f60b067e481ed7cd033171fe2bee13764a151c2ff5362

Aliases

arxiv: 2408.12625 · arxiv_version: 2408.12625v1 · doi: 10.48550/arxiv.2408.12625 · pith_short_12: D5KVFJ63DSSX · pith_short_16: D5KVFJ63DSSXYCMP · pith_short_8: D5KVFJ63

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/D5KVFJ63DSSXYCMPMCYGPZEB5V \
  | 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: 1f5552a7db1ca57c098f60b067e481ed7cd033171fe2bee13764a151c2ff5362

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0935609967d817a594eba00da446dd985decd54c22cd413c053bd6c452dee1fd",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "physics.chem-ph",
    "submitted_at": "2024-08-17T07:53:33Z",
    "title_canon_sha256": "d2ea08f6ea77f245e84c06b3a3c0a9620f8089db180e69f061df2e240d0805a4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.12625",
    "kind": "arxiv",
    "version": 1
  }
}