Pith Number

pith:J2O3ZJCX

pith:2025:J2O3ZJCXHVF7CUPYEJDYT6ZIJU

not attested not anchored not stored refs pending

Simulation-based Inference via Langevin Dynamics with Score Matching

Haoyu Jiang, Yuexi Wang, Yun Yang

arxiv:2509.03853 v3 · 2025-09-04 · stat.ME · stat.CO · 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{J2O3ZJCXHVF7CUPYEJDYT6ZIJU}

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

Zeroth-Order Langevin Monte Carlo via SPSA under Noisy Function Measurements

Receipt and verification

First computed	2026-06-30T02:17:09.263044Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4e9dbca4573d4bf151f8224789fb284d0dbff60eab0a6cb2de405e8de293d25a

Aliases

arxiv: 2509.03853 · arxiv_version: 2509.03853v3 · doi: 10.48550/arxiv.2509.03853 · pith_short_12: J2O3ZJCXHVF7 · pith_short_16: J2O3ZJCXHVF7CUPY · pith_short_8: J2O3ZJCX

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/J2O3ZJCXHVF7CUPYEJDYT6ZIJU \
  | 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: 4e9dbca4573d4bf151f8224789fb284d0dbff60eab0a6cb2de405e8de293d25a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "14e469bb638eb57de60c1e2e994d0aae4ea6f42196da9c3f52626bb45255a639",
    "cross_cats_sorted": [
      "stat.CO",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2025-09-04T03:28:50Z",
    "title_canon_sha256": "2ced717e9776a62c65bd713b9097460662c950d5c33e63199d2ffc354b2d01ef"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.03853",
    "kind": "arxiv",
    "version": 3
  }
}