Pith. sign in
Pith Number

pith:NF2TKVGJ

pith:2025:NF2TKVGJN5U4R4P77UU7EKOSEW
not attested not anchored not stored refs pending

SwarmThinkers: Learning Physically Consistent Atomic KMC Transitions at Scale

Haozhi Han, Hong An, Honghui Shang, Kun Li, Mao Yang, Qi Li, Ting Cao, Xinfu He, Yunquan Zhang

arxiv:2505.20094 v3 · 2025-05-26 · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{NF2TKVGJN5U4R4P77UU7EKOSEW}

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 2026-07-05T11:30:01.053092Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

69753554c96f69c8f1fffd29f229d22591634099534386147459ca0855bce0ff

Aliases

arxiv: 2505.20094 · arxiv_version: 2505.20094v3 · doi: 10.48550/arxiv.2505.20094 · pith_short_12: NF2TKVGJN5U4 · pith_short_16: NF2TKVGJN5U4R4P7 · pith_short_8: NF2TKVGJ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/NF2TKVGJN5U4R4P77UU7EKOSEW \
  | 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: 69753554c96f69c8f1fffd29f229d22591634099534386147459ca0855bce0ff
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "12536e10e08ce70b06cf781201af049200e1a1d5b40f6a6ac4f78c0165166b83",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-05-26T15:04:37Z",
    "title_canon_sha256": "33ba5e83f2d0f545e3ea98663e1ea8aed4c51eba031eae356b8015caea044c01"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.20094",
    "kind": "arxiv",
    "version": 3
  }
}