Pith Number

pith:4DNYMM5Q

pith:2020:4DNYMM5Q4EEKFWNSBTMMXMV47Z

not attested not anchored not stored refs pending

TensorFlow Quantum: A Software Framework for Quantum Machine Learning

Alan K. Ho, Alexander Zlokapa, Andrea Skolik, Antonio J. Martinez, Dave Bacon, David Von Dollen, Evan Peters, Guillaume Verdon, Hartmut Neven, Hongxiang Chen, Hsin-Yuan Huang, Jae Hyeon Yoo, Jarrod R. McClean, Martin Leib, Masoud Mohseni, Michael Broughton, Michael Streif, Murphy Yuezhen Niu, Owen Lockwood, Philip Massey, Ramin Halavati, Roeland Wiersema, Ryan Babbush, Sergei V. Isakov, Sergio Boixo, Shuxiang Cao, Sofiene Jerbi, Trevor McCourt, Vedran Dunjko

arxiv:2003.02989 v2 · 2020-03-06 · quant-ph · cond-mat.dis-nn · cs.LG · cs.PL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4DNYMM5Q4EEKFWNSBTMMXMV47Z}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

15 papers in Pith

Repair Before Veto, When Repair Is Hidden: Quantum-Accessible Features for Repair-Augmented Constraint Learning

CARVE-Q: Quantum-Proposed, Classically Certified Interactive Driving Repair

Efficient and Expressive Boundary Conditions in Quantum Lattice Boltzmann Methods

Research progress on quantum neural networks and quantum machine learning

Hybrid Quantum-Classical Neural Networks for Recognizing Quantum Phases

Receipt and verification

First computed	2026-07-05T03:09:15.109832Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e0db8633b0e108a2d9b20cd8cbb2bcfe7f33c75b781ed7446952758c28530996

Aliases

arxiv: 2003.02989 · arxiv_version: 2003.02989v2 · doi: 10.48550/arxiv.2003.02989 · pith_short_12: 4DNYMM5Q4EEK · pith_short_16: 4DNYMM5Q4EEKFWNS · pith_short_8: 4DNYMM5Q

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/4DNYMM5Q4EEKFWNSBTMMXMV47Z \
  | 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: e0db8633b0e108a2d9b20cd8cbb2bcfe7f33c75b781ed7446952758c28530996

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4b91b816b82da94505894165566d2fadac5c27d9092a97c8c1d17111c40159a9",
    "cross_cats_sorted": [
      "cond-mat.dis-nn",
      "cs.LG",
      "cs.PL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "quant-ph",
    "submitted_at": "2020-03-06T01:31:43Z",
    "title_canon_sha256": "c6f2bc634b5ae70e7f51aec7e51039952642587ddc3a5ac05b3d17a476cacf81"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2003.02989",
    "kind": "arxiv",
    "version": 2
  }
}