Pith Number

pith:URPZUQX2

pith:2025:URPZUQX27JRG7MQG2MPOERF7GW

not attested not anchored not stored refs pending

Quantum Machine Learning: A Hands-on Tutorial for Machine Learning Practitioners and Researchers

Dacheng Tao, Kaining Zhang, Min-Hsiu Hsieh, Naixu Guo, Patrick Rebentrost, Xinbiao Wang, Yang Qian, Yuxuan Du, Zhan Yu

arxiv:2502.01146 v1 · 2025-02-03 · quant-ph · cs.AI · 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{URPZUQX27JRG7MQG2MPOERF7GW}

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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

8 papers in Pith

Quantum Algorithm for Distributed Reduction of Entanglements (QADR): A Trainable and Simulation-Efficient QML Framework

Accelerating Inference for Multilayer Neural Networks with Quantum Computers

A review of quantum machine learning and quantum-inspired applied methods to computational fluid dynamics

HQ-UNet: A Hybrid Quantum-Classical U-Net with a Quantum Bottleneck for Remote Sensing Image Segmentation

QShield: Securing Neural Networks Against Adversarial Attacks using Quantum Circuits

Receipt and verification

First computed	2026-07-05T10:08:43.298888Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a45f9a42fafa626fb206d31ee244bf35beda7b9b8d9852380952ef4c0c089981

Aliases

arxiv: 2502.01146 · arxiv_version: 2502.01146v1 · doi: 10.48550/arxiv.2502.01146 · pith_short_12: URPZUQX27JRG · pith_short_16: URPZUQX27JRG7MQG · pith_short_8: URPZUQX2

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/URPZUQX27JRG7MQG2MPOERF7GW \
  | 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: a45f9a42fafa626fb206d31ee244bf35beda7b9b8d9852380952ef4c0c089981

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e5cd0e2b9e0266591f0f07283c1f61a58761365525234c2568eadaa19d378e3d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "quant-ph",
    "submitted_at": "2025-02-03T08:33:44Z",
    "title_canon_sha256": "b62b398169e735baa245f2572115c0a56b94af46920bce0c51f119d1f56dc7bb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.01146",
    "kind": "arxiv",
    "version": 1
  }
}