Pith Number

pith:MJFOMHPT

pith:2025:MJFOMHPTGNQXUJVG4K77HPFUPH

not attested not anchored not stored refs pending

Moment Estimate and Variational Approach for Learning Generalized Diffusion with Non-gradient Structures

Chen-Chih Lai, Fanze Kong, Yubin Lu

arxiv:2508.01854 v2 · 2025-08-03 · physics.comp-ph · cs.LG · math.AP · nlin.AO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MJFOMHPTGNQXUJVG4K77HPFUPH}

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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

Moment Estimates and DeepRitz Methods on Learning Diffusion Systems with Non-gradient Drifts

Receipt and verification

First computed	2026-07-05T11:50:39.434398Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

624ae61df333617a26a6e2bff3bcb479eeb857c7eb3d794a11d93add93434ccc

Aliases

arxiv: 2508.01854 · arxiv_version: 2508.01854v2 · doi: 10.48550/arxiv.2508.01854 · pith_short_12: MJFOMHPTGNQX · pith_short_16: MJFOMHPTGNQXUJVG · pith_short_8: MJFOMHPT

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/MJFOMHPTGNQXUJVG4K77HPFUPH \
  | 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: 624ae61df333617a26a6e2bff3bcb479eeb857c7eb3d794a11d93add93434ccc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8d765bc5118bab88849dff7f7b7e829bf9e5ae61650a59d27e9b50bc0a0d0763",
    "cross_cats_sorted": [
      "cs.LG",
      "math.AP",
      "nlin.AO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "physics.comp-ph",
    "submitted_at": "2025-08-03T17:11:41Z",
    "title_canon_sha256": "41170c8ff7c988c6434a380b852f0226a04f2552456c420d054aec5f51afe2ee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.01854",
    "kind": "arxiv",
    "version": 2
  }
}