Pith Number

pith:NOZ67NEQ

pith:2025:NOZ67NEQXIIPBWMOSW2W7GGKGU

not attested not anchored not stored refs pending

QAOA-GPT: Efficient Generation of Adaptive and Regular Quantum Approximate Optimization Algorithm Circuits

Ilya Safro, Ilya Tyagin, Karunya Shirali, Kyle Sherbert, Marwa H. Farag, Yuri Alexeev

arxiv:2504.16350 v1 · 2025-04-23 · quant-ph · cs.AI

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\usepackage{pith}
\pithnumber{NOZ67NEQXIIPBWMOSW2W7GGKGU}

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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

4 papers in Pith

Setting angles in quantum approximate optimization at utility-scale

Direct entanglement ansatz learning (DEAL) with ZNE on error-prone superconducting qubits

Scaling Quantum Optimization for Unit Commitment via Pauli Correlation Encoding

Generative quantum eigensolver with constrained circuit-cutting overhead

Receipt and verification

First computed	2026-07-05T10:52:45.300437Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6bb3efb490ba10f0d98e95b56f98ca350fe5ae0c51127b41ca132fbf6cedefcf

Aliases

arxiv: 2504.16350 · arxiv_version: 2504.16350v1 · doi: 10.48550/arxiv.2504.16350 · pith_short_12: NOZ67NEQXIIP · pith_short_16: NOZ67NEQXIIPBWMO · pith_short_8: NOZ67NEQ

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/NOZ67NEQXIIPBWMOSW2W7GGKGU \
  | 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: 6bb3efb490ba10f0d98e95b56f98ca350fe5ae0c51127b41ca132fbf6cedefcf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b49a31a38e9b5bd14dd34a847968a479e266c5f85a2d29aabf1f157471f1912b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "quant-ph",
    "submitted_at": "2025-04-23T02:00:36Z",
    "title_canon_sha256": "01dc2fd5b361f752a6ec38d37c6a2f1b0402eecfaec1db29773d1157499ab87a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.16350",
    "kind": "arxiv",
    "version": 1
  }
}