Pith. sign in
Pith Number

pith:B5YOLGAF

pith:2023:B5YOLGAFESJ7UYVRZY23KWGYXI
not attested not anchored not stored refs pending

Statistical methods for resolving poor uncertainty quantification in machine learning interatomic potentials

Emil Annevelink, Venkatasubramanian Viswanathan

arxiv:2308.15653 v1 · 2023-08-29 · cond-mat.mtrl-sci

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{B5YOLGAFESJ7UYVRZY23KWGYXI}

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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.
Receipt and verification
First computed 2026-07-05T06:46:11.237889Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

0f70e598052493fa62b1ce35b558d8ba2d5fd78df30a5b8927c551622400c8a7

Aliases

arxiv: 2308.15653 · arxiv_version: 2308.15653v1 · doi: 10.48550/arxiv.2308.15653 · pith_short_12: B5YOLGAFESJ7 · pith_short_16: B5YOLGAFESJ7UYVR · pith_short_8: B5YOLGAF
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/B5YOLGAFESJ7UYVRZY23KWGYXI \
  | 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: 0f70e598052493fa62b1ce35b558d8ba2d5fd78df30a5b8927c551622400c8a7
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "df5903d20d08b42aa4693b49c6316e6f5793b55ee26045d5b761e190bac585bc",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cond-mat.mtrl-sci",
    "submitted_at": "2023-08-29T22:10:49Z",
    "title_canon_sha256": "75bd8e452ac7e332228dcc9278d0a310e028fbc8ec5abbc5a75d505b8d0b7b73"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.15653",
    "kind": "arxiv",
    "version": 1
  }
}