Pith Number

pith:LMDEWJKJ

pith:2024:LMDEWJKJEKYP3ZUCYYMJ4J2UBT

not attested not anchored not stored refs pending

When are dynamical systems learned from time series data statistically accurate?

Jeongjin Park, Nicole Yang, Nisha Chandramoorthy

arxiv:2411.06311 v2 · 2024-11-09 · cs.LG · math-ph · math.DS · math.MP · math.ST · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LMDEWJKJEKYP3ZUCYYMJ4J2UBT}

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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

Hierarchical Implicit Neural Emulators

Receipt and verification

First computed	2026-07-05T11:23:07.584919Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5b064b254922b0fde682c6189e27540cf64da6c2e7f16d63ae8262e60139fdbc

Aliases

arxiv: 2411.06311 · arxiv_version: 2411.06311v2 · doi: 10.48550/arxiv.2411.06311 · pith_short_12: LMDEWJKJEKYP · pith_short_16: LMDEWJKJEKYP3ZUC · pith_short_8: LMDEWJKJ

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/LMDEWJKJEKYP3ZUCYYMJ4J2UBT \
  | 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: 5b064b254922b0fde682c6189e27540cf64da6c2e7f16d63ae8262e60139fdbc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6f77970c5b363fbbf8f01979353ac4335dbc9600169f72be2e686b650e693b80",
    "cross_cats_sorted": [
      "math-ph",
      "math.DS",
      "math.MP",
      "math.ST",
      "stat.TH"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-09T23:44:17Z",
    "title_canon_sha256": "0c349c088070f0a645b0bd6fabc605f60bf0f9953e94f9a7ea864d1053a614e6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.06311",
    "kind": "arxiv",
    "version": 2
  }
}