Pith Number

pith:6JF4QYDD

pith:2024:6JF4QYDDM3IDUTZISPBZSY3V4H

not attested not anchored not stored refs pending

Evidential Deep Learning for Probabilistic Modelling of Extreme Storm Events

Ai Kagawa, Ayush Khot, Shinjae Yoo, Xihaier Luo

arxiv:2412.14048 v1 · 2024-12-18 · 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{6JF4QYDDM3IDUTZISPBZSY3V4H}

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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.

Cited by

1 paper in Pith

Ensemble-Based Dirichlet Modeling for Predictive Uncertainty and Selective Classification

Receipt and verification

First computed	2026-07-05T09:51:12.798503Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f24bc8606366d03a4f2893c3996375e1c286e5f52b7dfd8aca65781b19518743

Aliases

arxiv: 2412.14048 · arxiv_version: 2412.14048v1 · doi: 10.48550/arxiv.2412.14048 · pith_short_12: 6JF4QYDDM3ID · pith_short_16: 6JF4QYDDM3IDUTZI · pith_short_8: 6JF4QYDD

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/6JF4QYDDM3IDUTZISPBZSY3V4H \
  | 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: f24bc8606366d03a4f2893c3996375e1c286e5f52b7dfd8aca65781b19518743

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eec09e58561864a1e2b41aab8fba0594c5e6fd99dfc640de3b3b2f6b2d4fc322",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-18T17:03:19Z",
    "title_canon_sha256": "3d35ee10aa188265c84e8445170bbd0e2e12849e05b5e85f99cfb73e29931bf8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.14048",
    "kind": "arxiv",
    "version": 1
  }
}