Pith Number

pith:WTOSRXXE

pith:2025:WTOSRXXE27FSZYSOUWMDKLJ7KA

not attested not anchored not stored refs pending

Predicting the Energy Landscape of Stochastic Dynamical System via Physics-informed Self-supervised Learning

Huandong Wang, Qingmin Liao, Ruikun Li, Yong Li

arxiv:2502.16828 v1 · 2025-02-24 · cs.CE · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WTOSRXXE27FSZYSOUWMDKLJ7KA}

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

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems

Receipt and verification

First computed	2026-07-05T10:22:14.349397Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b4dd28dee4d7cb2ce24ea598352d3f5018b5dc172b61be1e43157ce82a06ca08

Aliases

arxiv: 2502.16828 · arxiv_version: 2502.16828v1 · doi: 10.48550/arxiv.2502.16828 · pith_short_12: WTOSRXXE27FS · pith_short_16: WTOSRXXE27FSZYSO · pith_short_8: WTOSRXXE

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/WTOSRXXE27FSZYSOUWMDKLJ7KA \
  | 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: b4dd28dee4d7cb2ce24ea598352d3f5018b5dc172b61be1e43157ce82a06ca08

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0d7430d05757e95fd824a9d3586b40ebd8a9828ecc657a4d6de2fdd7f603ec0a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CE",
    "submitted_at": "2025-02-24T04:26:26Z",
    "title_canon_sha256": "b4195a0fc09d6db349d6fa327614f03eef33536d44f84d510b218d195d9ddb15"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.16828",
    "kind": "arxiv",
    "version": 1
  }
}