Pith Number

pith:W2NOTGLI

pith:2021:W2NOTGLI6ETOMPX3D5JDSRZJUV

not attested not anchored not stored refs pending

A Living Review of Machine Learning for Particle Physics

Benjamin Nachman, Matthew Feickert

arxiv:2102.02770 v1 · 2021-02-02 · hep-ph · cs.LG · hep-ex · 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{W2NOTGLI6ETOMPX3D5JDSRZJUV}

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

12 papers in Pith

Local Conformal Predictions for Calibrated Surrogates

EasyScan_HEP 2: Agent-Ready Parameter Scans for High-Energy Physics

Les Houches 2023 -- Physics at TeV Colliders: Report on the Standard Model Precision Wishlist

Deep Neural Networks for Heavy Lepton-Flavor-Violating Higgs Searches at the LHC

Symbolic Classification-Enabled LHC Limits Online BSM Global Fits

Receipt and verification

First computed	2026-07-05T02:12:51.414864Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b69ae99968f126e63efb1f52394729a5732e883cbfed24540515d2bfa4368869

Aliases

arxiv: 2102.02770 · arxiv_version: 2102.02770v1 · doi: 10.48550/arxiv.2102.02770 · pith_short_12: W2NOTGLI6ETO · pith_short_16: W2NOTGLI6ETOMPX3 · pith_short_8: W2NOTGLI

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/W2NOTGLI6ETOMPX3D5JDSRZJUV \
  | 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: b69ae99968f126e63efb1f52394729a5732e883cbfed24540515d2bfa4368869

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b7a4550794f459150dbc4c4b285358056e4b77e39f642febc56358c1fd17f11e",
    "cross_cats_sorted": [
      "cs.LG",
      "hep-ex",
      "physics.data-an",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "hep-ph",
    "submitted_at": "2021-02-02T04:39:40Z",
    "title_canon_sha256": "7a4331066ff26b3e0918e0f7ec0861abd4ed6ba573284a08f832b36344038223"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2102.02770",
    "kind": "arxiv",
    "version": 1
  }
}