Pith Number

pith:JPMZZB4C

pith:2022:JPMZZB4CGRAS2ROVNWQZIEZHY7

not attested not anchored not stored refs pending

QuACK: Accelerating Gradient-Based Quantum Optimization with Koopman Operator Learning

Di Luo, Jiayu Shen, Marin Solja\v{c}i\'c, Rumen Dangovski

arxiv:2211.01365 v3 · 2022-11-02 · quant-ph · cs.AI · cs.LG · math.OC · physics.comp-ph

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JPMZZB4CGRAS2ROVNWQZIEZHY7}

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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

Distribution-Adaptive Dynamic Shot Optimization for Variational Quantum Algorithms

Receipt and verification

First computed	2026-07-05T08:15:34.368344Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4bd99c878234412d45d56da1941327c7cbdb6d95d31ea7b4560d642746c04c2b

Aliases

arxiv: 2211.01365 · arxiv_version: 2211.01365v3 · doi: 10.48550/arxiv.2211.01365 · pith_short_12: JPMZZB4CGRAS · pith_short_16: JPMZZB4CGRAS2ROV · pith_short_8: JPMZZB4C

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/JPMZZB4CGRAS2ROVNWQZIEZHY7 \
  | 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: 4bd99c878234412d45d56da1941327c7cbdb6d95d31ea7b4560d642746c04c2b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e3265aa288a316cb5fe871282166110694156c866d79aa6fce9c43994aa03d53",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "math.OC",
      "physics.comp-ph"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "quant-ph",
    "submitted_at": "2022-11-02T17:59:25Z",
    "title_canon_sha256": "2afaed3214e8e3eedd21f8ce3ea55dde52765e93363c97a14c2baf86ddbedbf0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.01365",
    "kind": "arxiv",
    "version": 3
  }
}