Pith Number

pith:264PDCGV

pith:2026:264PDCGVZWOHE2PFP7P5FR4DWB

not attested not anchored not stored refs pending

Few-Step Boltzmann Generators via Scalable Likelihood Flow Maps

Benjamin Kurt Miller, Hanlin Yu, Jose Miguel Hernandez-Lobato, Max Simchowitz, Nicholas M. Boffi, Omar Chehab, Pradeep Ravikumar, RuiKang OuYang, Xinyue Ai, Yutong He

arxiv:2606.29110 v1 · 2026-06-27 · 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{264PDCGVZWOHE2PFP7P5FR4DWB}

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.

Receipt and verification

First computed	2026-06-30T01:17:53.257803Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d7b8f188d5cd9c7269e57fdfd2c783b04fd7d3c4c197c4d4592873d245ea7936

Aliases

arxiv: 2606.29110 · arxiv_version: 2606.29110v1 · doi: 10.48550/arxiv.2606.29110 · pith_short_12: 264PDCGVZWOH · pith_short_16: 264PDCGVZWOHE2PF · pith_short_8: 264PDCGV

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/264PDCGVZWOHE2PFP7P5FR4DWB \
  | 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: d7b8f188d5cd9c7269e57fdfd2c783b04fd7d3c4c197c4d4592873d245ea7936

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1740b0b8b779b44ce7c2fb41855886a929fdc61a1e5d846e7f43d6fb97197c44",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-27T23:26:53Z",
    "title_canon_sha256": "ab38437a17c042d6aaf3c6141443896654a9313c37e7c3541bd5be20f7efb759"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.29110",
    "kind": "arxiv",
    "version": 1
  }
}