Pith Number

pith:24JPDGSZ

pith:2025:24JPDGSZJGTCCIJDOROSOXGZLD

not attested not anchored not stored refs pending

Learning, fast and slow: a two-fold algorithm for data-based model adaptation

Alessio La Bella, Laura Boca de Giuli, Riccardo Scattolini

arxiv:2507.12187 v1 · 2025-07-16 · eess.SY · cs.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{24JPDGSZJGTCCIJDOROSOXGZLD}

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

Model Predictive Control and Moving Horizon Estimation using Statistically Weighted Data-Based Ensemble Models

Receipt and verification

First computed	2026-07-05T11:38:16.079811Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d712f19a5949a6212123745d275cd958cc9c0cd1b2563f112407cdcaea4041eb

Aliases

arxiv: 2507.12187 · arxiv_version: 2507.12187v1 · doi: 10.48550/arxiv.2507.12187 · pith_short_12: 24JPDGSZJGTC · pith_short_16: 24JPDGSZJGTCCIJD · pith_short_8: 24JPDGSZ

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/24JPDGSZJGTCCIJDOROSOXGZLD \
  | 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: d712f19a5949a6212123745d275cd958cc9c0cd1b2563f112407cdcaea4041eb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3accf859f187401bbf9381bed9719d64c3daa0a5b3f6c477f96de1846e3456da",
    "cross_cats_sorted": [
      "cs.SY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2025-07-16T12:34:17Z",
    "title_canon_sha256": "a30a96ac6b6fa87eb7181c63d13304ae2ad70d22ed6363a6b7af6fae947a70a6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.12187",
    "kind": "arxiv",
    "version": 1
  }
}