Pith Number

pith:CB57U7ZT

pith:2024:CB57U7ZTVI3BKSIZCONU6BRAVV

not attested not anchored not stored refs pending

Kernel Sum of Squares for Data Adapted Kernel Learning of Dynamical Systems from Data: A global optimization approach

Boumediene Hamzi, Daniel Lengyel, Houman Owhadi, Panos Parpas

arxiv:2408.06465 v1 · 2024-08-12 · cs.LG · math.DS · math.OC · stat.ML

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\usepackage{pith}
\pithnumber{CB57U7ZTVI3BKSIZCONU6BRAVV}

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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

Kernel-Based LMI Approaches to Solving the Hamilton-Jacobi-Bellman Equation and Nonlinear Optimal Control

Receipt and verification

First computed	2026-07-05T08:54:57.253998Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

107bfa7f33aa36154919139b4f0620ad4da2d124b5108ba8525c14a67072b9ee

Aliases

arxiv: 2408.06465 · arxiv_version: 2408.06465v1 · doi: 10.48550/arxiv.2408.06465 · pith_short_12: CB57U7ZTVI3B · pith_short_16: CB57U7ZTVI3BKSIZ · pith_short_8: CB57U7ZT

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/CB57U7ZTVI3BKSIZCONU6BRAVV \
  | 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: 107bfa7f33aa36154919139b4f0620ad4da2d124b5108ba8525c14a67072b9ee

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "46b3823d91a5577c7246b4e9fb4d86daef51d342cd0f3c6226c6ed5bbfc939a7",
    "cross_cats_sorted": [
      "math.DS",
      "math.OC",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-08-12T19:32:28Z",
    "title_canon_sha256": "d5f5281936a63a0b999adf21aed187a3be19938766094ce9cf5f94b34a7b6a66"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.06465",
    "kind": "arxiv",
    "version": 1
  }
}