Pith Number

pith:J24ALNPL

pith:2024:J24ALNPLHL3WCL4AADVBJYQ7HD

not attested not anchored not stored refs pending

Uncertainty quantification for data-driven weather models

Christopher B\"ulte, Julian Quinting, Nina Horat, Sebastian Lerch

arxiv:2403.13458 v2 · 2024-03-20 · physics.ao-ph · stat.AP · 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{J24ALNPLHL3WCL4AADVBJYQ7HD}

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

Accurate, Efficient, and Explainable Deep Learning Approaches for Environmental Science Problems

Receipt and verification

First computed	2026-07-05T10:42:34.697209Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4eb805b5eb3af7612f8000ea14e21f38d23f2f8b68c20f127f4063dd70e84ebe

Aliases

arxiv: 2403.13458 · arxiv_version: 2403.13458v2 · doi: 10.48550/arxiv.2403.13458 · pith_short_12: J24ALNPLHL3W · pith_short_16: J24ALNPLHL3WCL4A · pith_short_8: J24ALNPL

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/J24ALNPLHL3WCL4AADVBJYQ7HD \
  | 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: 4eb805b5eb3af7612f8000ea14e21f38d23f2f8b68c20f127f4063dd70e84ebe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cb01123f5b730e4412c679b4ef6a3de97119fd235949eab03db9772c41a0abe4",
    "cross_cats_sorted": [
      "stat.AP",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "physics.ao-ph",
    "submitted_at": "2024-03-20T10:07:51Z",
    "title_canon_sha256": "08491dc78573cc5d3f568df64519be91118fd534d173ba868c344a0d9e8e1967"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.13458",
    "kind": "arxiv",
    "version": 2
  }
}