Pith Number

pith:ZPIS7UQG

pith:2025:ZPIS7UQG3TL4WNBXPUKHH2JOUJ

not attested not anchored not stored refs pending

Distillation of atomistic foundation models across architectures and chemical domains

Chiheb Ben Mahmoud, Chris J. Pickard, Daniel F. Thomas du Toit, Fausto Martelli, Fernanda Duarte, John L. A. Gardner, Laura-Bianca Pa\c{s}ca, Louise A. M. Rosset, Veronika Juraskova, Volker L. Deringer, Zo\'e Faure Beaulieu

arxiv:2506.10956 v1 · 2025-06-12 · physics.comp-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{ZPIS7UQG3TL4WNBXPUKHH2JOUJ}

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

5 papers in Pith

Robust and Interpretable Adaptation of Equivariant Materials Foundation Models via Sparsity-promoting Fine-tuning

Distilling first-principles accuracy into compact machine learning potentials for condensed-phase chemistry

Six Open Questions in Machine-Learned Interatomic Potential Foundation Models

Lang2MLIP: End-to-End Language-to-Machine Learning Interatomic Potential Development with Autonomous Agentic Workflows

Data-Driven Thermal and Mechanical Modeling of Defective Covalent Organic Frameworks

Receipt and verification

First computed	2026-07-05T11:20:40.952168Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cbd12fd206dcd7cb34377d1473e92ea24a672dc8224260b5f283f30991533cbe

Aliases

arxiv: 2506.10956 · arxiv_version: 2506.10956v1 · doi: 10.48550/arxiv.2506.10956 · pith_short_12: ZPIS7UQG3TL4 · pith_short_16: ZPIS7UQG3TL4WNBX · pith_short_8: ZPIS7UQG

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/ZPIS7UQG3TL4WNBXPUKHH2JOUJ \
  | 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: cbd12fd206dcd7cb34377d1473e92ea24a672dc8224260b5f283f30991533cbe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "323a8c04c71325d51523bbb33a01100593d4d2a09c2fe284330419d0964c6514",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "physics.comp-ph",
    "submitted_at": "2025-06-12T17:55:48Z",
    "title_canon_sha256": "e9c9835daf649d55b1e1fb240217259a82462428383f84a0aeea52e890457aac"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.10956",
    "kind": "arxiv",
    "version": 1
  }
}