Pith Number

pith:5S2W4LLX

pith:2025:5S2W4LLXWCVWA3WPW373U2RDKJ

not attested not anchored not stored refs pending

Pushing the Accuracy Limit of Foundation Neural Network Models with Quantum Monte Carlo Forces and Path Integrals

Anouar Benali, Christopher Knight, Corentin Villot, Evgeny Posenitskiy, Jaron T. Krogel, Jean-Philip Piquemal, Jeongnim Kim, Kevin Gasperich, Khalid Hossain, Louis Lagard\`ere, Marharyta Blazhynska, Matthieu Montes, Maxime Maria, Olivier Adjoua, Raymond Clay III, Thomas Applencourt, Thomas Pl\'e, Valay Agarawal, Venkatram Vishwanath, Ye Luo, Yvon Maday

arxiv:2504.07948 v3 · 2025-04-10 · 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{5S2W4LLXWCVWA3WPW373U2RDKJ}

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

Faster Molecular Dynamics with Neural Network Potentials via Distilled Multiple Time-Stepping and Non-Conservative Forces

Receipt and verification

First computed	2026-07-05T10:48:58.678464Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ecb56e2d77b0ab606ecfb6ffba6a23525246a9da029d7691cfbc94ad330de32c

Aliases

arxiv: 2504.07948 · arxiv_version: 2504.07948v3 · doi: 10.48550/arxiv.2504.07948 · pith_short_12: 5S2W4LLXWCVW · pith_short_16: 5S2W4LLXWCVWA3WP · pith_short_8: 5S2W4LLX

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/5S2W4LLXWCVWA3WPW373U2RDKJ \
  | 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: ecb56e2d77b0ab606ecfb6ffba6a23525246a9da029d7691cfbc94ad330de32c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b94b593d63e8bb8f8aabd94192511cbc59b1bc557e0dedbeadada73120d3853b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "physics.chem-ph",
    "submitted_at": "2025-04-10T17:55:09Z",
    "title_canon_sha256": "007b7ed292940ecb4dd2198bf6f09ba98c10246d9bd53cf6e2c71e7a078362da"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.07948",
    "kind": "arxiv",
    "version": 3
  }
}