Pith Number

pith:ZSAJ7XWA

pith:2024:ZSAJ7XWAOFX3DSWIHLAYNABVZK

not attested not anchored not stored refs pending

BoostMD: Accelerating molecular sampling by leveraging ML force field features from previous time-steps

Christoph Brunken, Ilyes Batatia, Jules Tilly, Lars L. Schaaf, Thomas D. Barrett

arxiv:2412.18633 v1 · 2024-12-21 · physics.chem-ph · cond-mat.stat-mech · cs.LG · physics.comp-ph · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZSAJ7XWAOFX3DSWIHLAYNABVZK}

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

Machine Learning Interatomic Potentials: library for efficient training, model development and simulation of molecular systems

Receipt and verification

First computed	2026-07-05T09:54:08.313730Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cc809fdec0716fb1cac83ac1868035ca8b9eea1452f46b3c2144500fd1ba01b4

Aliases

arxiv: 2412.18633 · arxiv_version: 2412.18633v1 · doi: 10.48550/arxiv.2412.18633 · pith_short_12: ZSAJ7XWAOFX3 · pith_short_16: ZSAJ7XWAOFX3DSWI · pith_short_8: ZSAJ7XWA

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/ZSAJ7XWAOFX3DSWIHLAYNABVZK \
  | 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: cc809fdec0716fb1cac83ac1868035ca8b9eea1452f46b3c2144500fd1ba01b4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0c7cae96501ddb441db034ff0cc0191b9b8463391a7f4e4f497dba7dde2dcfcd",
    "cross_cats_sorted": [
      "cond-mat.stat-mech",
      "cs.LG",
      "physics.comp-ph",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "physics.chem-ph",
    "submitted_at": "2024-12-21T20:52:36Z",
    "title_canon_sha256": "d503f4955b091ba24568f5618ef629400974bd7d9eed8e8e537f02896e008d10"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.18633",
    "kind": "arxiv",
    "version": 1
  }
}