Pith. sign in
Pith Number

pith:FN6IILUZ

pith:2026:FN6IILUZJKW2ROQUUYQWD6LUGS
not attested not anchored not stored refs pending

Towards Efficient Instanton Rate Calculations using Machine Learning Surrogates

Amke Nimmrich, Axel Gomez, Chenghao Zhang, Munira Khalil, Niranjan Govind

arxiv:2602.16962 v2 · 2026-02-18 · physics.chem-ph

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{FN6IILUZJKW2ROQUUYQWD6LUGS}

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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 2026-06-26T01:15:49.629804Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

2b7c842e994aada8ba14a62161f97434b639aed3692b51ba4e7cfee4e5de245b

Aliases

arxiv: 2602.16962 · arxiv_version: 2602.16962v2 · doi: 10.48550/arxiv.2602.16962 · pith_short_12: FN6IILUZJKW2 · pith_short_16: FN6IILUZJKW2ROQU · pith_short_8: FN6IILUZ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/FN6IILUZJKW2ROQUUYQWD6LUGS \
  | 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: 2b7c842e994aada8ba14a62161f97434b639aed3692b51ba4e7cfee4e5de245b
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "ebbec75cc3b9b6cb0d224e5cf56b5161ad90e08889ee8f43d72a8fcd86bda687",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "physics.chem-ph",
    "submitted_at": "2026-02-18T23:55:12Z",
    "title_canon_sha256": "200cc1396792fd5999a6c2c9fe962d243b13d396144d3cd080ddc6093b8702c5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.16962",
    "kind": "arxiv",
    "version": 2
  }
}