Pith Number

pith:CGQTJ7U4

pith:2025:CGQTJ7U4CNHYOR63LUBUUBTHYU

not attested not anchored not stored refs pending

A2 Copula-Driven Spatial Bayesian Neural Network For Modeling Non-Gaussian Dependence: A Simulation Study

Agnideep Aich, Amanda Mayeaux, Ashit Baran Aich, Asim K. Dey, Bruce Wade, Kumer P. Das, Md Monzur Murshed, Sameera Hewage

arxiv:2505.24006 v1 · 2025-05-29 · stat.ME · cs.LG · 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{CGQTJ7U4CNHYOR63LUBUUBTHYU}

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.

Receipt and verification

First computed	2026-07-05T11:12:40.074301Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

11a134fe9c134f8747db5d034a0667c52ffa6669826c2acdd393a4891ed8b0de

Aliases

arxiv: 2505.24006 · arxiv_version: 2505.24006v1 · doi: 10.48550/arxiv.2505.24006 · pith_short_12: CGQTJ7U4CNHY · pith_short_16: CGQTJ7U4CNHYOR63 · pith_short_8: CGQTJ7U4

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/CGQTJ7U4CNHYOR63LUBUUBTHYU \
  | 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: 11a134fe9c134f8747db5d034a0667c52ffa6669826c2acdd393a4891ed8b0de

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "307f69bcffcc33ea1685ab1ac34091e9f0068743acb1e2643255be8e7a41f4dc",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2025-05-29T21:02:44Z",
    "title_canon_sha256": "690d4e5f793f44fe67c356d36c30c37c9abbba04d119eef691556299570152a8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.24006",
    "kind": "arxiv",
    "version": 1
  }
}