Pith. sign in
Pith Number

pith:A3DO3LYK

pith:2026:A3DO3LYKQWX33XG5A6EJWR2J2T
not attested not anchored not stored refs pending

Performance of universal machine learning potentials in global optimization of inorganic crystal structures

Aleksey N. Kolmogorov, Edan T. Marcial, Laxman Chaudhary, Olesya Gorbunova

arxiv:2602.23515 v2 · 2026-02-26 · cond-mat.mtrl-sci

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{A3DO3LYKQWX33XG5A6EJWR2J2T}

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.
Receipt and verification
First computed 2026-07-15T00:21:17.126073Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

06c6edaf0a85afbddcdd07889b4749d4e736e66a075899c4ed7aaecca179114d

Aliases

arxiv: 2602.23515 · arxiv_version: 2602.23515v2 · doi: 10.48550/arxiv.2602.23515 · pith_short_12: A3DO3LYKQWX3 · pith_short_16: A3DO3LYKQWX33XG5 · pith_short_8: A3DO3LYK
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/A3DO3LYKQWX33XG5A6EJWR2J2T \
  | 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: 06c6edaf0a85afbddcdd07889b4749d4e736e66a075899c4ed7aaecca179114d
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "4e6946041104e3dd1ac94782ae8d5a420b9d58d1d1053a61edcf259db51d26dc",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cond-mat.mtrl-sci",
    "submitted_at": "2026-02-26T21:39:33Z",
    "title_canon_sha256": "a913a7aaf7b6d893b57e746a3aa821d9a93d2d9009d907272b8f43bfd8f7ffa8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.23515",
    "kind": "arxiv",
    "version": 2
  }
}