Pith Number

pith:XZT36YYO

pith:2024:XZT36YYOVMRHFL6RZLFUBPVP5S

not attested not anchored not stored refs pending

A Training-Free Conditional Diffusion Model for Learning Stochastic Dynamical Systems

Dongbin Xiu, Guannan Zhang, Yanfang Liu, Yuan Chen

arxiv:2410.03108 v1 · 2024-10-04 · cs.LG · math.DS

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XZT36YYOVMRHFL6RZLFUBPVP5S}

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

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

Receipt and verification

First computed	2026-07-05T09:15:44.426910Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

be67bf630eab2272afd1cacb40beafec9909c3b5ad88584115813926b723e8e9

Aliases

arxiv: 2410.03108 · arxiv_version: 2410.03108v1 · doi: 10.48550/arxiv.2410.03108 · pith_short_12: XZT36YYOVMRH · pith_short_16: XZT36YYOVMRHFL6R · pith_short_8: XZT36YYO

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/XZT36YYOVMRHFL6RZLFUBPVP5S \
  | 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: be67bf630eab2272afd1cacb40beafec9909c3b5ad88584115813926b723e8e9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4b97d54322b6d118fea9c3b88ecae60263c0ca5da901404be97f91c20033d400",
    "cross_cats_sorted": [
      "math.DS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-04T03:07:36Z",
    "title_canon_sha256": "621c24a2b28e2c19df661275c7e12958c666e02ecb0a556b187ba2d3acaebce0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.03108",
    "kind": "arxiv",
    "version": 1
  }
}