Pith Number

pith:ONGHKZCP

pith:2022:ONGHKZCPZYJPVMRWDKDQAXCR5I

not attested not anchored not stored refs pending

Hyperactive Learning (HAL) for Data-Driven Interatomic Potentials

Cas van der Oord, Christoph Ortner, D\'avid P\'eter Kov\'acs, G\'abor Cs\'anyi, Matthias Sachs

arxiv:2210.04225 v2 · 2022-10-09 · physics.comp-ph · stat.ML

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\usepackage{pith}
\pithnumber{ONGHKZCPZYJPVMRWDKDQAXCR5I}

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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

1 paper in Pith

Stein Kernelized Molecular Dynamics for Active Learning of Interatomic Potentials

Receipt and verification

First computed	2026-07-05T05:13:57.550444Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

734c75644fce12fab2361a87005c51ea2574f0cd5462c036233059a30a592acc

Aliases

arxiv: 2210.04225 · arxiv_version: 2210.04225v2 · doi: 10.48550/arxiv.2210.04225 · pith_short_12: ONGHKZCPZYJP · pith_short_16: ONGHKZCPZYJPVMRW · pith_short_8: ONGHKZCP

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/ONGHKZCPZYJPVMRWDKDQAXCR5I \
  | 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: 734c75644fce12fab2361a87005c51ea2574f0cd5462c036233059a30a592acc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "299a5519dae2e5a7c9fc3c5f47bfe96eb6765af097309496d153d7c78443ea5b",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "physics.comp-ph",
    "submitted_at": "2022-10-09T11:05:53Z",
    "title_canon_sha256": "a74e95cb5f83d0a6c6c3f31b89883b30984d88c4cb507e5e091b8e5eb0dc4a00"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.04225",
    "kind": "arxiv",
    "version": 2
  }
}