Pith Number

pith:3MV45WAX

pith:2024:3MV45WAXGK53ADMEORTLGZFU4Q

not attested not anchored not stored refs pending

Fourier Analysis of Variational Quantum Circuits for Supervised Learning

Daniel D. Scherer, Maniraman Periyasamy, Marco Wiedmann

arxiv:2411.03450 v2 · 2024-11-05 · cs.LG · quant-ph

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\usepackage{pith}
\pithnumber{3MV45WAXGK53ADMEORTLGZFU4Q}

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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

6 papers in Pith

A Quantum-Classical Surrogate Model for the Collision Operator of the Lattice Boltzmann Method

Software Between Quantum and Machine Learning -- And Down to Pulses

Discovering Data Encoding Strategies for Quantum-Classical Neural Networks Using Monte Carlo Tree Search

Parity Supervision as a Driver of Generalization in Quantum Generative Modeling

Receipt and verification

First computed	2026-07-05T09:32:13.874296Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

db2bced81732bbb00d847466b364b4e40b9bbabc82a1447ffb86fb376b947955

Aliases

arxiv: 2411.03450 · arxiv_version: 2411.03450v2 · doi: 10.48550/arxiv.2411.03450 · pith_short_12: 3MV45WAXGK53 · pith_short_16: 3MV45WAXGK53ADME · pith_short_8: 3MV45WAX

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/3MV45WAXGK53ADMEORTLGZFU4Q \
  | 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: db2bced81732bbb00d847466b364b4e40b9bbabc82a1447ffb86fb376b947955

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6b7a5a6519fdc30ba8a35bcb8a05cee687bde8b7cb1fafce0dad2573d0e4d65b",
    "cross_cats_sorted": [
      "quant-ph"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-05T19:07:26Z",
    "title_canon_sha256": "826187b7a6fccd9c580218bcc34c826552d3addb57aa53f2fb647bcd42132c08"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.03450",
    "kind": "arxiv",
    "version": 2
  }
}