Pith Number

pith:BO6565JT

pith:2024:BO6565JTJEM3CT26LQZAJNQUI2

not attested not anchored not stored refs pending

Can AI weather models predict out-of-distribution gray swan tropical cyclones?

Ashesh Chattopadhyay, Dorian S. Abbot, Jonathan Weare, Mohsen Zand, Pedram Hassanzadeh, Y. Qiang Sun

arxiv:2410.14932 v3 · 2024-10-19 · physics.ao-ph · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BO6565JTJEM3CT26LQZAJNQUI2}

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

1 paper in Pith

LUCIE-3D: A three-dimensional climate emulator for forced responses

Receipt and verification

First computed	2026-07-05T11:03:17.535322Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0bbddf75334919b14f5e5c3204b61446a6e346d2d60bf72d9706b1cdb7269aea

Aliases

arxiv: 2410.14932 · arxiv_version: 2410.14932v3 · doi: 10.48550/arxiv.2410.14932 · pith_short_12: BO6565JTJEM3 · pith_short_16: BO6565JTJEM3CT26 · pith_short_8: BO6565JT

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/BO6565JTJEM3CT26LQZAJNQUI2 \
  | 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: 0bbddf75334919b14f5e5c3204b61446a6e346d2d60bf72d9706b1cdb7269aea

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9b606d24f39615533f60c8e6a934ea13a97beb79e07ff210d2c2b88afd16f02d",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "physics.ao-ph",
    "submitted_at": "2024-10-19T01:36:51Z",
    "title_canon_sha256": "0f6e80f42f2e12f500e016233755f5fc47b9985e251c54e0e55af2c8fc775f55"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.14932",
    "kind": "arxiv",
    "version": 3
  }
}