Pith Number

pith:A3NHIMKU

pith:2019:A3NHIMKUW762EALGAQBP3RX4FB

not attested not anchored not stored refs pending

Cubic-Spline Flows

Artur Bekasov, Conor Durkan, George Papamakarios, Iain Murray

arxiv:1906.02145 v1 · 2019-06-05 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{A3NHIMKUW762EALGAQBP3RX4FB}

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

Differentiable free energy surface: a variational approach to directly observing rare events using generative deep-learning models

Receipt and verification

First computed	2026-05-17T23:44:05.151521Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

06da743154b7fda201660402fdc6fc28603ad59e430949978e52e2faf695b5a9

Aliases

arxiv: 1906.02145 · arxiv_version: 1906.02145v1 · doi: 10.48550/arxiv.1906.02145 · pith_short_12: A3NHIMKUW762 · pith_short_16: A3NHIMKUW762EALG · pith_short_8: A3NHIMKU

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/A3NHIMKUW762EALGAQBP3RX4FB \
  | 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: 06da743154b7fda201660402fdc6fc28603ad59e430949978e52e2faf695b5a9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a3382bd34df207d0eaabbd719e65b8f6ea5b87f0a68dcf203d0f865197aab7a4",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2019-06-05T17:05:53Z",
    "title_canon_sha256": "9357c0cc687f84d4747053d9133233759209bb7f7d04904311388e504a0f95b1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.02145",
    "kind": "arxiv",
    "version": 1
  }
}