Pith Number

pith:QOUFXZ4O

pith:2024:QOUFXZ4OGUV5GKXBXXBLMAEWRP

not attested not anchored not stored refs pending

Quantum Machine Learning Architecture Search via Deep Reinforcement Learning

Samuel Yen-Chi Chen, Shinjae Yoo, Tzu-Chieh Wei, Xin Dai

arxiv:2407.20147 v1 · 2024-07-29 · quant-ph · cs.AI · cs.ET · cs.LG · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QOUFXZ4OGUV5GKXBXXBLMAEWRP}

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

Evolutionary Optimization for Designing Variational Quantum Circuits with High Model Capacity

Receipt and verification

First computed	2026-07-05T08:49:49.366704Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

83a85be78e352bd32ae1bdc2b600968bf519635fcb097276dbaf821a9e5849f2

Aliases

arxiv: 2407.20147 · arxiv_version: 2407.20147v1 · doi: 10.48550/arxiv.2407.20147 · pith_short_12: QOUFXZ4OGUV5 · pith_short_16: QOUFXZ4OGUV5GKXB · pith_short_8: QOUFXZ4O

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/QOUFXZ4OGUV5GKXBXXBLMAEWRP \
  | 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: 83a85be78e352bd32ae1bdc2b600968bf519635fcb097276dbaf821a9e5849f2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "92e69efe877ed3a494b449e77fb578bec42101b97efa725cbd7692d75a780623",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.ET",
      "cs.LG",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "quant-ph",
    "submitted_at": "2024-07-29T16:20:51Z",
    "title_canon_sha256": "934051bbeb940e377077c140316c07f813011a0061218670f3eef66e9c45f962"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.20147",
    "kind": "arxiv",
    "version": 1
  }
}