Pith Number

pith:73U5DV2Z

pith:2025:73U5DV2ZMCH2Q6ZHSU7ZIJFD2B

not attested not anchored not stored refs pending

Force-Free Molecular Dynamics Through Autoregressive Equivariant Networks

Fabian L. Thiemann, Fausto Martelli, Juan D. Olarte-Plata, Massimiliano Esposito, Thiago Resch\"utzegger, Tseden Taddese

arxiv:2503.23794 v1 · 2025-03-31 · physics.comp-ph · cond-mat.mtrl-sci · cs.LG · 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{73U5DV2ZMCH2Q6ZHSU7ZIJFD2B}

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

3 papers in Pith

Generative Pseudo-Force Fields for Molecular Generation

PAINET: A Principled Efficient Transformer for 3D Dynamics Modeling

A Priori Sampling of Transition States with Guided Diffusion

Receipt and verification

First computed	2026-07-05T10:42:00.164445Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fee9d1d759608fa87b27953f9424a3d048b198b05d4ce6a15abdc7df6e59422e

Aliases

arxiv: 2503.23794 · arxiv_version: 2503.23794v1 · doi: 10.48550/arxiv.2503.23794 · pith_short_12: 73U5DV2ZMCH2 · pith_short_16: 73U5DV2ZMCH2Q6ZH · pith_short_8: 73U5DV2Z

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/73U5DV2ZMCH2Q6ZHSU7ZIJFD2B \
  | 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: fee9d1d759608fa87b27953f9424a3d048b198b05d4ce6a15abdc7df6e59422e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0587fea3ff2c382a12899ff0e03952e9ba97606b146eb356d9bfba391426d358",
    "cross_cats_sorted": [
      "cond-mat.mtrl-sci",
      "cs.LG",
      "physics.chem-ph"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "physics.comp-ph",
    "submitted_at": "2025-03-31T07:14:32Z",
    "title_canon_sha256": "1fe449e8ca68b592504dae957d03398415f36efb2693102e986e7862a36c0cee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.23794",
    "kind": "arxiv",
    "version": 1
  }
}