Pith Number

pith:HXOONXDT

pith:2024:HXOONXDTBOUYCZDE23MONFLNQH

not attested not anchored not stored refs pending

A Comprehensive Guide to Simulation-based Inference in Computational Biology

Adrianne L. Jenner, Christopher Drovandi, David J. Warne, Ryan P. Kelly, Xiaoyu Wang

arxiv:2409.19675 v1 · 2024-09-29 · stat.AP · q-bio.QM · 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{HXOONXDTBOUYCZDE23MONFLNQH}

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

3 papers in Pith

Robust Simulation Based Inference Through Robust Optimal Transport

GenSBI: Generative Methods for Simulation-Based Inference in JAX

Robust Simulation Based Inference Through Robust Optimal Transport

Receipt and verification

First computed	2026-07-05T09:13:20.737808Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3ddce6dc730ba9816464d6d8e6956d81de11fb270de078b28bb994c0a0b87fea

Aliases

arxiv: 2409.19675 · arxiv_version: 2409.19675v1 · doi: 10.48550/arxiv.2409.19675 · pith_short_12: HXOONXDTBOUY · pith_short_16: HXOONXDTBOUYCZDE · pith_short_8: HXOONXDT

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/HXOONXDTBOUYCZDE23MONFLNQH \
  | 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: 3ddce6dc730ba9816464d6d8e6956d81de11fb270de078b28bb994c0a0b87fea

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3127ef686636cbc2d8d2951e3175422e6a8a5e72081dc0d45b29ec4424e097ef",
    "cross_cats_sorted": [
      "q-bio.QM",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.AP",
    "submitted_at": "2024-09-29T12:04:03Z",
    "title_canon_sha256": "909e67b0e93dbb5dc720106e62a0383be674a11688e32d00db085dd1899f6d15"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.19675",
    "kind": "arxiv",
    "version": 1
  }
}