Pith Number

pith:E262GRAB

pith:2024:E262GRABBSHIH2QU2257KY32TH

not attested not anchored not stored refs pending

Real-time optimal control of high-dimensional parametrized systems by deep learning-based reduced order models

Andrea Manzoni, Francesco Braghin, Matteo Tomasetto

arxiv:2409.05709 v1 · 2024-09-09 · math.OC · cs.LG · cs.NA · math.NA

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{E262GRABBSHIH2QU2257KY32TH}

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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

2 papers in Pith

Employing Deep Neural Operators for PDE control by decoupling training and optimization

Local Linearity of LLMs Enables Activation Steering via Model-Based Linear Optimal Control

Receipt and verification

First computed	2026-07-05T11:03:16.657088Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

26bda344010c8e83ea14d6bbf5637a99fc3703aa5529e416821de7ab6a0a6c85

Aliases

arxiv: 2409.05709 · arxiv_version: 2409.05709v1 · doi: 10.48550/arxiv.2409.05709 · pith_short_12: E262GRABBSHI · pith_short_16: E262GRABBSHIH2QU · pith_short_8: E262GRAB

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/E262GRABBSHIH2QU2257KY32TH \
  | 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: 26bda344010c8e83ea14d6bbf5637a99fc3703aa5529e416821de7ab6a0a6c85

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4d53f27bc1f2bbae353aa84cdca006d44cd73a5143fc838f2b7d793dd973b0b9",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NA",
      "math.NA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2024-09-09T15:20:24Z",
    "title_canon_sha256": "bdccf9c0e9725c44fbe6ae9b2ecb1a4e06d505aebf0994cae7aadb93c066a7ed"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.05709",
    "kind": "arxiv",
    "version": 1
  }
}