Pith. sign in
Pith Number

pith:5RFPCRFQ

pith:2021:5RFPCRFQQNFRJWO3OIFTN6S2AJ
not attested not anchored not stored refs pending

Annealed Flow Transport Monte Carlo

Alexander G. D. G. Matthews, Arnaud Doucet, Michael Arbel

arxiv:2102.07501 v2 · 2021-02-15 · stat.ML · cond-mat.stat-mech · cs.LG · math.ST · stat.TH

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{5RFPCRFQQNFRJWO3OIFTN6S2AJ}

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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

Receipt and verification
First computed 2026-07-05T02:56:26.176896Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

ec4af144b0834b14d9db720b36fa5a026dd9721c59ee1f3f925ce3f9ab682d3d

Aliases

arxiv: 2102.07501 · arxiv_version: 2102.07501v2 · doi: 10.48550/arxiv.2102.07501 · pith_short_12: 5RFPCRFQQNFR · pith_short_16: 5RFPCRFQQNFRJWO3 · pith_short_8: 5RFPCRFQ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/5RFPCRFQQNFRJWO3OIFTN6S2AJ \
  | 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: ec4af144b0834b14d9db720b36fa5a026dd9721c59ee1f3f925ce3f9ab682d3d
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "e1ac482d9ae80dd6567e8b9cc4d6578a207ea726a85fb65ee9b910caea77ae2b",
    "cross_cats_sorted": [
      "cond-mat.stat-mech",
      "cs.LG",
      "math.ST",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2021-02-15T12:05:56Z",
    "title_canon_sha256": "5872af263a9a2e49c3b2b14a9c35e6183a453ee07144b361b46fb747e2d4d6cb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2102.07501",
    "kind": "arxiv",
    "version": 2
  }
}