pith. sign in
Pith Number

pith:XDXZIVD7

pith:2018:XDXZIVD7ARLUK4736HR4IQXEA7
not attested not anchored not stored refs pending

A Guide to Constraining Effective Field Theories with Machine Learning

Gilles Louppe, Johann Brehmer, Juan Pavez, Kyle Cranmer

arxiv:1805.00020 v4 · 2018-04-30 · hep-ph · physics.data-an · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{XDXZIVD7ARLUK4736HR4IQXEA7}

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

Receipt and verification
First computed 2026-05-18T00:05:31.338355Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

b8ef94547f04574573fbf1e3c442e407c97b282a217dca5bb5512a2456e4da83

Aliases

arxiv: 1805.00020 · arxiv_version: 1805.00020v4 · doi: 10.48550/arxiv.1805.00020 · pith_short_12: XDXZIVD7ARLU · pith_short_16: XDXZIVD7ARLUK473 · pith_short_8: XDXZIVD7
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/XDXZIVD7ARLUK4736HR4IQXEA7 \
  | 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: b8ef94547f04574573fbf1e3c442e407c97b282a217dca5bb5512a2456e4da83
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "1c154875c0cff6598f0d841e22981a9fbe4a2de69680ea7aadccabaa867e4b9a",
    "cross_cats_sorted": [
      "physics.data-an",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "hep-ph",
    "submitted_at": "2018-04-30T18:00:01Z",
    "title_canon_sha256": "29a8559ced850808971e61abaaa51e4fba0946211eec14af9da4ff88b976fb0d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1805.00020",
    "kind": "arxiv",
    "version": 4
  }
}