Pith Number

pith:VKSFUXP4

pith:2025:VKSFUXP476JWHW5AA2TFSCTYOL

not attested not anchored not stored refs pending

AI-boosted rare event sampling to characterize extreme weather

Alex Wikner, Amaury Lancelin, Cl\'ement Le Priol, Dorian S. Abbot, Freddy Bouchet, Jonathan Weare, Laurent Dubus, Pedram Hassanzadeh

arxiv:2510.27066 v3 · 2025-10-31 · physics.ao-ph · stat.CO · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VKSFUXP476JWHW5AA2TFSCTYOL}

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.

Cited by

2 papers in Pith

Routes to rare events with optimally timed perturbations: a Tent Map is all you need

Conditional Tropical Cyclogenesis Rates via Rare-Event Sampling in a Neural Weather Emulator

Receipt and verification

First computed	2026-07-03T01:17:14.280458Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aaa45a5dfcff9363dba006a6590a7872e244ef339351617eae4adcbda0aee191

Aliases

arxiv: 2510.27066 · arxiv_version: 2510.27066v3 · doi: 10.48550/arxiv.2510.27066 · pith_short_12: VKSFUXP476JW · pith_short_16: VKSFUXP476JWHW5A · pith_short_8: VKSFUXP4

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/VKSFUXP476JWHW5AA2TFSCTYOL \
  | 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: aaa45a5dfcff9363dba006a6590a7872e244ef339351617eae4adcbda0aee191

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ec0dd0fd4e4cd34998c382dd3ba395069e64ded4155a6e6ca0248ac6c7ea259d",
    "cross_cats_sorted": [
      "stat.CO",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "physics.ao-ph",
    "submitted_at": "2025-10-31T00:33:30Z",
    "title_canon_sha256": "8413689673d1eee7499e0c64673d533dec3b15d950a57caf16b34f551dcc8739"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.27066",
    "kind": "arxiv",
    "version": 3
  }
}