Pith Number

pith:6EVIRED2

pith:2024:6EVIRED2J5KD3MFVERIQE2PYIR

not attested not anchored not stored refs pending

Weak Generative Sampler to Efficiently Sample Invariant Distribution of Stochastic Differential Equation

Xiang Zhou, Yuanfei Huang, Yu Cao, Zhiqiang Cai

arxiv:2405.19256 v2 · 2024-05-29 · cs.LG · cs.NA · math-ph · math.DS · math.MP · math.NA · math.PR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6EVIRED2J5KD3MFVERIQE2PYIR}

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

Generative Path-Finding Method for Wasserstein Gradient Flow

Receipt and verification

First computed	2026-07-05T11:16:28.382523Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f12a88907a4f543db0b524510269f84456b7f665a62cb156600b12afd89c7539

Aliases

arxiv: 2405.19256 · arxiv_version: 2405.19256v2 · doi: 10.48550/arxiv.2405.19256 · pith_short_12: 6EVIRED2J5KD · pith_short_16: 6EVIRED2J5KD3MFV · pith_short_8: 6EVIRED2

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/6EVIRED2J5KD3MFVERIQE2PYIR \
  | 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: f12a88907a4f543db0b524510269f84456b7f665a62cb156600b12afd89c7539

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4234e914cd7769ef66692707c7759563cc4e80d68c277f644600234d2c43bae7",
    "cross_cats_sorted": [
      "cs.NA",
      "math-ph",
      "math.DS",
      "math.MP",
      "math.NA",
      "math.PR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-29T16:41:42Z",
    "title_canon_sha256": "69703ae8ed253b045c8588ada6376a2291beeab0497e90e9cd7730f4cd3834d0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.19256",
    "kind": "arxiv",
    "version": 2
  }
}