Pith Number

pith:NB3EHH4R

pith:2025:NB3EHH4R475HEJ2DBNU7DTUJEH

not attested not anchored not stored refs pending

A universal augmentation framework for long-range electrostatics in machine learning interatomic potentials

Bingqing Cheng, Daniel S. King, Dongjin Kim, Peichen Zhong, Theo Jaffrelot Inizan, Xiaoyu Wang

arxiv:2507.14302 v1 · 2025-07-18 · physics.chem-ph · cs.LG · physics.comp-ph

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\usepackage{pith}
\pithnumber{NB3EHH4R475HEJ2DBNU7DTUJEH}

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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

Six Open Questions in Machine-Learned Interatomic Potential Foundation Models

Simultaneous Learning of Static and Dynamic Charges

Accuracy and Efficiency Benchmarks of Pretrained Machine Learning Potentials for Molecular Simulations

Receipt and verification

First computed	2026-07-05T11:40:04.067919Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6876439f91e7fa7227430b69f1ce8921f7ccfffd6ad0d41c7316d9b459da3f32

Aliases

arxiv: 2507.14302 · arxiv_version: 2507.14302v1 · doi: 10.48550/arxiv.2507.14302 · pith_short_12: NB3EHH4R475H · pith_short_16: NB3EHH4R475HEJ2D · pith_short_8: NB3EHH4R

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/NB3EHH4R475HEJ2DBNU7DTUJEH \
  | 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: 6876439f91e7fa7227430b69f1ce8921f7ccfffd6ad0d41c7316d9b459da3f32

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2e8dfcd79a72347b5155dba056c2b8827d5dd60ebbb9e93dea91495100a9cb25",
    "cross_cats_sorted": [
      "cs.LG",
      "physics.comp-ph"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "physics.chem-ph",
    "submitted_at": "2025-07-18T18:21:45Z",
    "title_canon_sha256": "a318492e53049b03fcbedc6898f51ebbdf7bad7416f6effff272927f92642a89"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.14302",
    "kind": "arxiv",
    "version": 1
  }
}