Pith Number

pith:UBKQAFDC

pith:2018:UBKQAFDCQYTF6NTHUYFSTE7RLN

not attested not anchored not stored refs pending

Entanglement-guided architectures of machine learning by quantum tensor network

Maciej Lewenstein, Shi-Ju Ran, Xiao Zhang, Yuhan Liu

arxiv:1803.09111 v3 · 2018-03-24 · stat.ML · cond-mat.str-el · cs.LG · quant-ph

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\usepackage{pith}
\pithnumber{UBKQAFDCQYTF6NTHUYFSTE7RLN}

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Record completeness

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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

No-Free-Lunch Theories for Tensor-Network Machine Learning Models

Receipt and verification

First computed	2026-07-05T04:34:10.715623Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a05500146286265f3667a60b2993f15b494de5f7ed31604cbfd2f760d53a38d7

Aliases

arxiv: 1803.09111 · arxiv_version: 1803.09111v3 · doi: 10.48550/arxiv.1803.09111 · pith_short_12: UBKQAFDCQYTF · pith_short_16: UBKQAFDCQYTF6NTH · pith_short_8: UBKQAFDC

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/UBKQAFDCQYTF6NTHUYFSTE7RLN \
  | 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: a05500146286265f3667a60b2993f15b494de5f7ed31604cbfd2f760d53a38d7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "552becc10b79a584fcbdf0145a7fb6aa5c58dfad36b67508fd3d584270532925",
    "cross_cats_sorted": [
      "cond-mat.str-el",
      "cs.LG",
      "quant-ph"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2018-03-24T13:48:33Z",
    "title_canon_sha256": "1cdf822a92902c4fa98ce1b9965dbad7d88ad548808f078a86a6edcbd9791b39"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1803.09111",
    "kind": "arxiv",
    "version": 3
  }
}