Pith Number

pith:FAWB7X36

pith:2019:FAWB7X36XU624AOOOVH6IOQSCP

not attested not anchored not stored refs pending

The frontier of simulation-based inference

Gilles Louppe, Johann Brehmer, Kyle Cranmer

arxiv:1911.01429 v3 · 2019-11-04 · stat.ML · cs.LG · stat.ME

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FAWB7X36XU624AOOOVH6IOQSCP}

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

11 papers in Pith

AI-Driven Discovery of Information-Efficient Collider Observables for Interference Measurements

Detecting Gravitational-Wave Anisotropies with Simulation-Based Inference

GenSBI: Generative Methods for Simulation-Based Inference in JAX

Statistical Patterns in the Equations of Physics and the Emergence of a Meta-Law of Nature

A Robust and Efficient F-statistic-based Framework for Consistent Bayesian Inference of Compact Binary Coalescences

Receipt and verification

First computed	2026-07-05T04:29:49.209179Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

282c1fdf7ebd3dae01ce754fe43a1213d2f43ac718d9d59f6a2d3b78283f00c7

Aliases

arxiv: 1911.01429 · arxiv_version: 1911.01429v3 · doi: 10.48550/arxiv.1911.01429 · pith_short_12: FAWB7X36XU62 · pith_short_16: FAWB7X36XU624AOO · pith_short_8: FAWB7X36

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/FAWB7X36XU624AOOOVH6IOQSCP \
  | 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: 282c1fdf7ebd3dae01ce754fe43a1213d2f43ac718d9d59f6a2d3b78283f00c7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "096cd6a2d72910e136f2e615a96a3fae1f338747bfc2ab2c976183038ec5cdc2",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ME"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2019-11-04T19:00:00Z",
    "title_canon_sha256": "2f0a4782d03affa064a906cb07b83894d295e50551df56c316cb467153a6b0d7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1911.01429",
    "kind": "arxiv",
    "version": 3
  }
}