Pith Number

pith:6SH5MG6W

pith:2019:6SH5MG6W4DU4YTW3HAUTBTOJHT

not attested not anchored not stored refs pending

Reinforcement-Learning-Based Variational Quantum Circuits Optimization for Combinatorial Problems

Lukasz Cincio, Prasanna Balaprakash, Ruslan Shaydulin, Sami Khairy, Yuri Alexeev

arxiv:1911.04574 v1 · 2019-11-11 · cs.LG · quant-ph · stat.ML

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\usepackage{pith}
\pithnumber{6SH5MG6W4DU4YTW3HAUTBTOJHT}

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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

Near-Optimal Parameter Tuning of Level-1 QAOA for Ising Models

Receipt and verification

First computed	2026-07-05T04:31:55.237266Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f48fd61bd6e0e9cc4edb382930cdc93cda70bfc33291cb43a7ac640b115a3912

Aliases

arxiv: 1911.04574 · arxiv_version: 1911.04574v1 · doi: 10.48550/arxiv.1911.04574 · pith_short_12: 6SH5MG6W4DU4 · pith_short_16: 6SH5MG6W4DU4YTW3 · pith_short_8: 6SH5MG6W

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/6SH5MG6W4DU4YTW3HAUTBTOJHT \
  | 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: f48fd61bd6e0e9cc4edb382930cdc93cda70bfc33291cb43a7ac640b115a3912

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6af7f496481b72fb7489266b0905928f8b273803760fef84db3a4cc10e2dd58e",
    "cross_cats_sorted": [
      "quant-ph",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-11-11T21:34:33Z",
    "title_canon_sha256": "4c4f238bd993dc47057eb3f21cd1de212bcb6329efabd1d11b0af2a2e92b6914"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1911.04574",
    "kind": "arxiv",
    "version": 1
  }
}