Pith Number

pith:YQA2TVCI

pith:2018:YQA2TVCISHXN6JLHGCXVFD2C5T

not attested not anchored not stored refs pending

Efficient Probabilistic Inference in the Quest for Physics Beyond the Standard Model

Andreas Munk, At{\i}l{\i}m G\"une\c{s} Baydin, Bradley Gram-Hansen, Frank Wood, Gilles Louppe, Jialin Liu, Kyle Cranmer, Lawrence Meadows, Lei Shao, Lukas Heinrich, Philip Torr, Prabhat, Saeid Naderiparizi, Victor Lee, Wahid Bhimji

arxiv:1807.07706 v5 · 2018-07-20 · cs.LG · hep-ph · physics.data-an · 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{YQA2TVCISHXN6JLHGCXVFD2C5T}

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	2026-07-05T00:40:52.951753Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c401a9d44891eedf256730af528f42ecf4acdef4deef0ae4c9fa8c645e75dd41

Aliases

arxiv: 1807.07706 · arxiv_version: 1807.07706v5 · doi: 10.48550/arxiv.1807.07706 · pith_short_12: YQA2TVCISHXN · pith_short_16: YQA2TVCISHXN6JLH · pith_short_8: YQA2TVCI

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/YQA2TVCISHXN6JLHGCXVFD2C5T \
  | 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: c401a9d44891eedf256730af528f42ecf4acdef4deef0ae4c9fa8c645e75dd41

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "24f758c040252d2dcc28aff4d21b99e25a746cec5463fa89ecb63b7b7d03d0e0",
    "cross_cats_sorted": [
      "hep-ph",
      "physics.data-an",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-07-20T04:24:51Z",
    "title_canon_sha256": "1290fbd62804601076267c481bbb6f968e86b0bae4e10f33dafc6af6fb35f341"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1807.07706",
    "kind": "arxiv",
    "version": 5
  }
}