Pith Number

pith:VK7CN7DG

pith:2025:VK7CN7DGGWILIV4RVKQPQHTCN2

not attested not anchored not stored refs pending

Spatially-Heterogeneous Causal Bayesian Networks for Seismic Multi-Hazard Estimation: A Variational Approach with Gaussian Processes and Normalizing Flows

Runyu Gao, Shan Gao, Susu Xu, Xuechun Li

arxiv:2504.04013 v1 · 2025-04-05 · stat.ML · cs.LG · stat.AP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VK7CN7DGGWILIV4RVKQPQHTCN2}

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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.

Receipt and verification

First computed	2026-07-05T10:44:52.606386Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aabe26fc663590b45791aaa0f81e626e871e43082f33821a6636d17c5e947eee

Aliases

arxiv: 2504.04013 · arxiv_version: 2504.04013v1 · doi: 10.48550/arxiv.2504.04013 · pith_short_12: VK7CN7DGGWIL · pith_short_16: VK7CN7DGGWILIV4R · pith_short_8: VK7CN7DG

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/VK7CN7DGGWILIV4RVKQPQHTCN2 \
  | 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: aabe26fc663590b45791aaa0f81e626e871e43082f33821a6636d17c5e947eee

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "02a1d237552fc8165460529b1a88e718d93d9bf0841368392d40816de5e8cf17",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.AP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-04-05T01:34:43Z",
    "title_canon_sha256": "91ab309bf5f2b3e3fb05faf16969d8a98450e434b531230d93eee633cd784adc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.04013",
    "kind": "arxiv",
    "version": 1
  }
}