Pith Number

pith:PRWEGC7Z

pith:2025:PRWEGC7ZVFNL7CNPKSOBKCUK3T

not attested not anchored not stored refs pending

Learning to Learn with Quantum Optimization via Quantum Neural Networks

Hiromichi Matsuyama, Kuan-Cheng Chen, Wei-Hao Huang

arxiv:2505.00561 v1 · 2025-05-01 · quant-ph · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PRWEGC7ZVFNL7CNPKSOBKCUK3T}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

Setting angles in quantum approximate optimization at utility-scale

Receipt and verification

First computed	2026-07-05T10:57:22.117886Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7c6c430bf9a95abf89af549c150a8adcee51da78bdcdc002a9884e999d67a6f9

Aliases

arxiv: 2505.00561 · arxiv_version: 2505.00561v1 · doi: 10.48550/arxiv.2505.00561 · pith_short_12: PRWEGC7ZVFNL · pith_short_16: PRWEGC7ZVFNL7CNP · pith_short_8: PRWEGC7Z

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/PRWEGC7ZVFNL7CNPKSOBKCUK3T \
  | 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: 7c6c430bf9a95abf89af549c150a8adcee51da78bdcdc002a9884e999d67a6f9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c1fa711c0377c6f0638000613130baa1bbed41632501c1ef7775a8e845eea011",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "quant-ph",
    "submitted_at": "2025-05-01T14:39:26Z",
    "title_canon_sha256": "31f758ae546d9221d57b9184ac8d0acfe568113a2a3e4bd14796b8cfae7ce9b9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.00561",
    "kind": "arxiv",
    "version": 1
  }
}