Pith Number

pith:Q2H6UX6F

pith:2019:Q2H6UX6FYYNTEDRATE7EVRJ4L3

not attested not anchored not stored refs pending

Quantum Observables for continuous control of the Quantum Approximate Optimization Algorithm via Reinforcement Learning

Artur Garcia-Saez, Jordi Riu

arxiv:1911.09682 v1 · 2019-11-21 · quant-ph · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Q2H6UX6FYYNTEDRATE7EVRJ4L3}

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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

TabularQGAN: A Quantum Generative Model for Tabular Data

Receipt and verification

First computed	2026-07-05T00:21:17.057224Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

868fea5fc5c61b320e20993e4ac53c5eeb37185bcf25c2c21da4b86e5c1f5d36

Aliases

arxiv: 1911.09682 · arxiv_version: 1911.09682v1 · doi: 10.48550/arxiv.1911.09682 · pith_short_12: Q2H6UX6FYYNT · pith_short_16: Q2H6UX6FYYNTEDRA · pith_short_8: Q2H6UX6F

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/Q2H6UX6FYYNTEDRATE7EVRJ4L3 \
  | 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: 868fea5fc5c61b320e20993e4ac53c5eeb37185bcf25c2c21da4b86e5c1f5d36

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "07ccdeeab2b97706559b3bcf3dc6a605b8bc5d5c03ef813abce2805dc1323e4d",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "quant-ph",
    "submitted_at": "2019-11-21T12:45:52Z",
    "title_canon_sha256": "74914157fa1e38d84d4d4f21c20dc3480a1604d8a9bd801ce8862bea90ff7644"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1911.09682",
    "kind": "arxiv",
    "version": 1
  }
}