Pith Number

pith:MNSDQRAY

pith:2023:MNSDQRAYGR7P2P4Y2HRY3V4Z2T

not attested not anchored not stored refs pending

Versatile Energy-Based Probabilistic Models for High Energy Physics

Aaron Courville, Taoli Cheng

arxiv:2302.00695 v5 · 2023-02-01 · cs.LG · hep-ex · hep-ph · 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{MNSDQRAYGR7P2P4Y2HRY3V4Z2T}

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

Energy-based models for diagnostic reconstruction and analysis in a laboratory plasma device

Receipt and verification

First computed	2026-07-05T07:34:46.606526Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6364384418347efd3f98d1e38dd799d4f39189b33141adbd56ec64912fa8a68e

Aliases

arxiv: 2302.00695 · arxiv_version: 2302.00695v5 · doi: 10.48550/arxiv.2302.00695 · pith_short_12: MNSDQRAYGR7P · pith_short_16: MNSDQRAYGR7P2P4Y · pith_short_8: MNSDQRAY

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/MNSDQRAYGR7P2P4Y2HRY3V4Z2T \
  | 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: 6364384418347efd3f98d1e38dd799d4f39189b33141adbd56ec64912fa8a68e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "319be93f04387ad5ab09a35a36fbaacadf2eb3a63b54027d1d4a44177e02299f",
    "cross_cats_sorted": [
      "hep-ex",
      "hep-ph",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-02-01T19:00:10Z",
    "title_canon_sha256": "b749c174efaa6e3114af2e99cc36537a4e72f40194cf911611fe37aeea553936"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.00695",
    "kind": "arxiv",
    "version": 5
  }
}