Pith Number

pith:CJCQIOII

pith:2025:CJCQIOII2DPTJ2VBXRW4TEELO4

not attested not anchored not stored refs pending

Approach to predicting extreme events in time series of chaotic dynamical systems using machine learning techniques

Alexandre C. Andreani, Bruno R. R. Boaretto, Elbert E. N. Macau

arxiv:2507.07834 v1 · 2025-07-10 · nlin.CD · physics.data-an

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CJCQIOII2DPTJ2VBXRW4TEELO4}

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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

Approach to predicting extreme events in time series of chaotic dynamical systems using machine learning techniques

Receipt and verification

First computed	2026-07-05T11:35:05.921153Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1245043908d0df34eaa1bc6dc9908b772ae6c635c61dbf751d3c011c7d1e7417

Aliases

arxiv: 2507.07834 · arxiv_version: 2507.07834v1 · doi: 10.48550/arxiv.2507.07834 · pith_short_12: CJCQIOII2DPT · pith_short_16: CJCQIOII2DPTJ2VB · pith_short_8: CJCQIOII

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/CJCQIOII2DPTJ2VBXRW4TEELO4 \
  | 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: 1245043908d0df34eaa1bc6dc9908b772ae6c635c61dbf751d3c011c7d1e7417

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "81ce2863d5784d328106e40433f8988de963c1677871f94571c8105a9fa3e024",
    "cross_cats_sorted": [
      "physics.data-an"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "nlin.CD",
    "submitted_at": "2025-07-10T15:07:06Z",
    "title_canon_sha256": "62e03943001f01413d31244bd222edf0b439000af77e822b564a8c81b137c629"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.07834",
    "kind": "arxiv",
    "version": 1
  }
}