Pith Number

pith:642ZQDOE

pith:2023:642ZQDOEUU4DYYPZ33VGA5NVJH

not attested not anchored not stored refs pending

Reverse Diffusion Monte Carlo

HanZe Dong, Tong Zhang, Xunpeng Huang, Yi-An Ma, Yifan Hao

arxiv:2307.02037 v3 · 2023-07-05 · stat.ML · cs.LG · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{642ZQDOEUU4DYYPZ33VGA5NVJH}

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

Global Convergence of Sampling-Based Nonconvex Optimization through Diffusion-Style Smoothing

Sample-efficient evidence estimation of score based priors for model selection

Receipt and verification

First computed	2026-07-05T07:55:22.875726Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f735980dc4a5383c61f9deea6075b549e9e5a6ec731dcc3b45e5a2ffce797727

Aliases

arxiv: 2307.02037 · arxiv_version: 2307.02037v3 · doi: 10.48550/arxiv.2307.02037 · pith_short_12: 642ZQDOEUU4D · pith_short_16: 642ZQDOEUU4DYYPZ · pith_short_8: 642ZQDOE

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/642ZQDOEUU4DYYPZ33VGA5NVJH \
  | 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: f735980dc4a5383c61f9deea6075b549e9e5a6ec731dcc3b45e5a2ffce797727

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "935c4b77263f6bc913a7b6d897ac54d51002ad91128d97177865feb45c0ae1d4",
    "cross_cats_sorted": [
      "cs.LG",
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-07-05T05:42:03Z",
    "title_canon_sha256": "1f2997a8c462e52289c3bfd7c410d6cd7011d4be6645e6529a6b9a934b724f74"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.02037",
    "kind": "arxiv",
    "version": 3
  }
}