Pith Number

pith:LROF4ZJE

pith:2024:LROF4ZJE7U2BZ4XUG4SSD4SA2L

not attested not anchored not stored refs pending

Approximate Bayesian Computation sequential Monte Carlo via random forests

C\'ecile Liu, Khanh N. Dinh, Simon Tavar\'e, Zhihan Liu, Zijin Xiang

arxiv:2406.15865 v2 · 2024-06-22 · stat.CO · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LROF4ZJE7U2BZ4XUG4SSD4SA2L}

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	2026-05-17T23:39:01.779949Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5c5c5e6524fd341cf2f4372521f240d2ddce9969f70d764a338ba055b36117c7

Aliases

arxiv: 2406.15865 · arxiv_version: 2406.15865v2 · doi: 10.48550/arxiv.2406.15865 · pith_short_12: LROF4ZJE7U2B · pith_short_16: LROF4ZJE7U2BZ4XU · pith_short_8: LROF4ZJE

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/LROF4ZJE7U2BZ4XUG4SSD4SA2L \
  | 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: 5c5c5e6524fd341cf2f4372521f240d2ddce9969f70d764a338ba055b36117c7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "63f865f4867ee288c3e725ca83324785045968e5ba238bb1d6527459f027d3ff",
    "cross_cats_sorted": [
      "math.OC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.CO",
    "submitted_at": "2024-06-22T14:53:15Z",
    "title_canon_sha256": "5ff6a177a821a55defe33126c699d6c5ab1e94012fa997296adec6bdbc416758"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.15865",
    "kind": "arxiv",
    "version": 2
  }
}