Pith Number

pith:CQKWWARG

pith:2025:CQKWWARGMAZMRFRLSORAPYAIUN

not attested not anchored not stored refs pending

Predicting Forced Responses of Probability Distributions via the Fluctuation-Dissipation Theorem and Generative Modeling

Andre N. Souza, Fabrizio Falasca, Ludovico T. Giorgini

arxiv:2504.13333 v2 · 2025-04-17 · stat.ML · cs.LG · nlin.CD

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CQKWWARGMAZMRFRLSORAPYAIUN}

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

Physics constraints and response validation in discrete-time reduced-order modeling: from idealized turbulent systems to climate dynamics

Receipt and verification

First computed	2026-07-05T12:00:00.086144Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

14156b02266032c8962b93a207e008a36cd6ee8b6947525dfe932e9b53e78073

Aliases

arxiv: 2504.13333 · arxiv_version: 2504.13333v2 · doi: 10.48550/arxiv.2504.13333 · pith_short_12: CQKWWARGMAZM · pith_short_16: CQKWWARGMAZMRFRL · pith_short_8: CQKWWARG

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/CQKWWARGMAZMRFRLSORAPYAIUN \
  | 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: 14156b02266032c8962b93a207e008a36cd6ee8b6947525dfe932e9b53e78073

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ed7a0d1e5bacdc16629bd7aded32345c104c098fe9176e9cc4ebe651c0615d2a",
    "cross_cats_sorted": [
      "cs.LG",
      "nlin.CD"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-04-17T20:54:33Z",
    "title_canon_sha256": "7d77ccf70b7d4f44c1618faa9269a78c4e4a1d28796ee306bbee03bb4f8cd6d7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.13333",
    "kind": "arxiv",
    "version": 2
  }
}