Pith Number

pith:2AZW5ZVE

pith:2021:2AZW5ZVEGVACFPFFCGBAVPCAQF

not attested not anchored not stored refs pending

Approximate Bayesian Computation for Physical Inverse Modeling

Neel Chatterjee, Sarah Swisher, Snigdhansu Chatterjee, Somya Sharma

arxiv:2111.13296 v1 · 2021-11-26 · cs.LG · stat.CO · 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{2AZW5ZVEGVACFPFFCGBAVPCAQF}

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

Likelihood-Free Adaptive Bayesian Inference via Nonparametric Distribution Matching

Receipt and verification

First computed	2026-07-05T03:35:19.945034Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d0336ee6a4354022bca511820abc40816e5db37561b706becf29b1e2a3479351

Aliases

arxiv: 2111.13296 · arxiv_version: 2111.13296v1 · doi: 10.48550/arxiv.2111.13296 · pith_short_12: 2AZW5ZVEGVAC · pith_short_16: 2AZW5ZVEGVACFPFF · pith_short_8: 2AZW5ZVE

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/2AZW5ZVEGVACFPFFCGBAVPCAQF \
  | 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: d0336ee6a4354022bca511820abc40816e5db37561b706becf29b1e2a3479351

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a451eee658ac2751bcc3a67cca6c4a2bf4b4bf1639551613d246301b85351fc0",
    "cross_cats_sorted": [
      "stat.CO",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-11-26T02:23:05Z",
    "title_canon_sha256": "3506a0a81d2e1e567e891c3c12616bd12b182a41fe9aef8aee74d3bb1f20295c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2111.13296",
    "kind": "arxiv",
    "version": 1
  }
}