Pith Number

pith:2UZIY3H2

pith:2022:2UZIY3H2GTTVFBSM7WWNNCS7AV

not attested not anchored not stored refs pending

Continual Repeated Annealed Flow Transport Monte Carlo

Alexander G. D. G. Matthews, Arnaud Doucet, Danilo J. Rezende, Michael Arbel

arxiv:2201.13117 v3 · 2022-01-31 · stat.ML · cond-mat.stat-mech · cs.LG · hep-lat

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2UZIY3H2GTTVFBSM7WWNNCS7AV}

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

2 papers in Pith

Scaling flow-based approaches for topology sampling in $\mathrm{SU}(3)$ gauge theory

Jeffreys Flow: Robust Boltzmann Generators for Rare Event Sampling via Parallel Tempering Distillation

Receipt and verification

First computed	2026-07-05T05:58:37.803749Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d5328c6cfa34e752864cfdacd68a5f056502018c12f3a8845d2fea82a7d62953

Aliases

arxiv: 2201.13117 · arxiv_version: 2201.13117v3 · doi: 10.48550/arxiv.2201.13117 · pith_short_12: 2UZIY3H2GTTV · pith_short_16: 2UZIY3H2GTTVFBSM · pith_short_8: 2UZIY3H2

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/2UZIY3H2GTTVFBSM7WWNNCS7AV \
  | 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: d5328c6cfa34e752864cfdacd68a5f056502018c12f3a8845d2fea82a7d62953

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a20dab541b5d5c42ba6e69c38a74699531423bc63e2c5a8b85dd1b007e64befe",
    "cross_cats_sorted": [
      "cond-mat.stat-mech",
      "cs.LG",
      "hep-lat"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2022-01-31T10:58:31Z",
    "title_canon_sha256": "87254c8ef02266c5e88541fed3222ac1830321750e8bcca01766001198f48883"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2201.13117",
    "kind": "arxiv",
    "version": 3
  }
}