Pith Number

pith:S66TYZ44

pith:2023:S66TYZ44WYPMJ7IYEWIHTVX5IN

not attested not anchored not stored refs pending

On the Uncertainty Estimates of Equivariant-Neural-Network-Ensembles Interatomic Potentials

Christian Carbogno, Jinlan Wang, Luca M. Ghiringhelli, Matthias Scheffler, Shuaihua Lu

arxiv:2309.00195 v1 · 2023-09-01 · cond-mat.mtrl-sci

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\usepackage{pith}
\pithnumber{S66TYZ44WYPMJ7IYEWIHTVX5IN}

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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

Knowing when to trust machine-learned interatomic potentials

Receipt and verification

First computed	2026-07-05T06:46:53.582277Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

97bd3c679cb61ec4fd18259079d6fd435bccb54aa24ac7e48a24881c5fb65e38

Aliases

arxiv: 2309.00195 · arxiv_version: 2309.00195v1 · doi: 10.48550/arxiv.2309.00195 · pith_short_12: S66TYZ44WYPM · pith_short_16: S66TYZ44WYPMJ7IY · pith_short_8: S66TYZ44

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/S66TYZ44WYPMJ7IYEWIHTVX5IN \
  | 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: 97bd3c679cb61ec4fd18259079d6fd435bccb54aa24ac7e48a24881c5fb65e38

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e9aaceeb92084983136b4962abe5c1a64c43880bedcf503b83f04a9b4c64f82b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cond-mat.mtrl-sci",
    "submitted_at": "2023-09-01T01:18:18Z",
    "title_canon_sha256": "e767f7860a5593ab8a3d96586e04b578dad1a1377eb36eaf487c3e2a8596823d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.00195",
    "kind": "arxiv",
    "version": 1
  }
}