Pith Number

pith:QRD6IIZU

pith:2024:QRD6IIZU2BXJIX4LR2EYXZ4ZZ7

not attested not anchored not stored refs pending

Markovian Flow Matching: Accelerating MCMC with Continuous Normalizing Flows

Alberto Cabezas, Christopher Nemeth, Louis Sharrock

arxiv:2405.14392 v2 · 2024-05-23 · stat.ME · cs.LG · 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{QRD6IIZU2BXJIX4LR2EYXZ4ZZ7}

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

Approximating non-Gaussian Bayesian partitions with normalising flows: statistics, inference and application to cosmology

Receipt and verification

First computed	2026-07-05T09:27:00.722728Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8447e42334d06e945f8b8e898be799cff8ee1b6704922dabb592e85b0a4a7e95

Aliases

arxiv: 2405.14392 · arxiv_version: 2405.14392v2 · doi: 10.48550/arxiv.2405.14392 · pith_short_12: QRD6IIZU2BXJ · pith_short_16: QRD6IIZU2BXJIX4L · pith_short_8: QRD6IIZU

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/QRD6IIZU2BXJIX4LR2EYXZ4ZZ7 \
  | 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: 8447e42334d06e945f8b8e898be799cff8ee1b6704922dabb592e85b0a4a7e95

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "95a6758e8abc13b77e4ce10bae77f25cdfada56571034efeecb2a450a6bcc050",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2024-05-23T10:08:19Z",
    "title_canon_sha256": "17e267c039060ce60ca646fb569afce1d33be03ecedd25393119ca2c3ccf1af5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.14392",
    "kind": "arxiv",
    "version": 2
  }
}