Pith Number

pith:FYV6EFZ7

pith:2024:FYV6EFZ7WWYODGHT7PRYZVCJPI

not attested not anchored not stored refs pending

A comprehensive review of Quantum Machine Learning: from NISQ to Fault Tolerance

Junyu Liu, Yunfei Wang

arxiv:2401.11351 v2 · 2024-01-21 · quant-ph · cs.AI · cs.LG · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FYV6EFZ7WWYODGHT7PRYZVCJPI}

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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

Enhanced Reinforcement Learning-based Process Synthesis via Quantum Computing

Receipt and verification

First computed	2026-07-05T09:22:15.516792Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2e2be2173fb5b0e198f3fbe38cd4497a072fbe9df1fc86b92bbe9d0a0847e4d8

Aliases

arxiv: 2401.11351 · arxiv_version: 2401.11351v2 · doi: 10.48550/arxiv.2401.11351 · pith_short_12: FYV6EFZ7WWYO · pith_short_16: FYV6EFZ7WWYODGHT · pith_short_8: FYV6EFZ7

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/FYV6EFZ7WWYODGHT7PRYZVCJPI \
  | 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: 2e2be2173fb5b0e198f3fbe38cd4497a072fbe9df1fc86b92bbe9d0a0847e4d8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a86f8f0f041ca9bea37c3ebbe9d61ec4e2c2ff23aba84aa502c43cda3afab008",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "quant-ph",
    "submitted_at": "2024-01-21T00:19:16Z",
    "title_canon_sha256": "650092f8de856842a5cc8393962d487ed537160f0f16c08a4b8ea97527d657db"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.11351",
    "kind": "arxiv",
    "version": 2
  }
}