Pith Number

pith:KGP47NWQ

pith:2025:KGP47NWQD74Q3F773RPQDEXZGN

not attested not anchored not stored refs pending

Graph-Based Bayesian Optimization for Quantum Circuit Architecture Search with Uncertainty Calibrated Surrogates

Muhammad Shafique, Nouhaila Innan, Prashant Kumar Choudhary, Rajeev Singh

arxiv:2512.09586 v2 · 2025-12-10 · quant-ph · cs.AI · cs.LG · cs.NE · cs.NI

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\usepackage{pith}
\pithnumber{KGP47NWQD74Q3F773RPQDEXZGN}

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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

3 papers in Pith

Q-PhotoNAS: Hybrid Quantum Neural Architecture Search Framework on Photonic Devices

Hybrid Quantum-Classical Neural Architecture Search

GAT-QNN: Genetic Algorithm-Based Training of Hybrid Quantum Neural Networks

Receipt and verification

First computed	2026-07-14T01:20:49.563893Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

519fcfb6d01ff90d97ffdc5f0192f93359dc801830fc22ef361f40834519f926

Aliases

arxiv: 2512.09586 · arxiv_version: 2512.09586v2 · doi: 10.48550/arxiv.2512.09586 · pith_short_12: KGP47NWQD74Q · pith_short_16: KGP47NWQD74Q3F77 · pith_short_8: KGP47NWQ

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/KGP47NWQD74Q3F773RPQDEXZGN \
  | 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: 519fcfb6d01ff90d97ffdc5f0192f93359dc801830fc22ef361f40834519f926

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "feeecba2b9fba82ed91a6f70cd9b5cb3dbb4d52081375ecce60f89caaec0f7bc",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.NE",
      "cs.NI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "quant-ph",
    "submitted_at": "2025-12-10T12:23:04Z",
    "title_canon_sha256": "beb8b06200401195d90e87230ea9a7696dc6ad4674193b4d610aa735fe3910c9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2512.09586",
    "kind": "arxiv",
    "version": 2
  }
}