Pith Number

pith:7KMINDIX

pith:2021:7KMINDIXZP5CZVR3TOHISE6SP3

not attested not anchored not stored refs pending

Robust and integrative Bayesian neural networks for likelihood-free parameter inference

Andreas Hellander, Fredrik Wrede, Linda Petzold, Prashant Singh, Richard Jiang, Robin Eriksson, Stefan Engblom

arxiv:2102.06521 v2 · 2021-02-12 · stat.ML · cs.LG · q-bio.QM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7KMINDIXZP5CZVR3TOHISE6SP3}

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	2026-07-05T02:38:17.648480Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fa98868d17cbfa2cd63b9b8e8913d27ec9f5a8f577430e093f2a8f4a390db99e

Aliases

arxiv: 2102.06521 · arxiv_version: 2102.06521v2 · doi: 10.48550/arxiv.2102.06521 · pith_short_12: 7KMINDIXZP5C · pith_short_16: 7KMINDIXZP5CZVR3 · pith_short_8: 7KMINDIX

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/7KMINDIXZP5CZVR3TOHISE6SP3 \
  | 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: fa98868d17cbfa2cd63b9b8e8913d27ec9f5a8f577430e093f2a8f4a390db99e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "81fd9b5d8b3104e48c3ca2d317340fbe2cdaa0504e30702e446df5d954d0808d",
    "cross_cats_sorted": [
      "cs.LG",
      "q-bio.QM"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2021-02-12T13:45:23Z",
    "title_canon_sha256": "54c79ded4be1b30911e6992e99ccd21ff4293af9b19fd4c99d1502eaf45e68c7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2102.06521",
    "kind": "arxiv",
    "version": 2
  }
}