Pith Number

pith:TFQO5FM7

pith:2024:TFQO5FM7PNJ7YPPY7ETMMSGVPN

not attested not anchored not stored refs pending

Curriculum reinforcement learning for quantum architecture search under hardware errors

Akash Kundu, Mateusz Ostaszewski, Onur Danaci, Vedran Dunjko, Xavier Bonet-Monroig, Yash J. Patel

arxiv:2402.03500 v1 · 2024-02-05 · 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{TFQO5FM7PNJ7YPPY7ETMMSGVPN}

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

3 papers in Pith

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

Gated QKAN-FWP: Scalable Quantum-inspired Sequence Learning

Generative Quantum-inspired Kolmogorov-Arnold Eigensolver

Receipt and verification

First computed	2026-07-05T07:41:53.286983Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9960ee959f7b53fc3df8f926c648d57b647758974693d0a41f08c24dda5d44f1

Aliases

arxiv: 2402.03500 · arxiv_version: 2402.03500v1 · doi: 10.48550/arxiv.2402.03500 · pith_short_12: TFQO5FM7PNJ7 · pith_short_16: TFQO5FM7PNJ7YPPY · pith_short_8: TFQO5FM7

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/TFQO5FM7PNJ7YPPY7ETMMSGVPN \
  | 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: 9960ee959f7b53fc3df8f926c648d57b647758974693d0a41f08c24dda5d44f1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d20b5e1a7c1ebfad172aa5d85cdb2c9480ecf222d838d74491219127558fb8b7",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "quant-ph",
    "submitted_at": "2024-02-05T20:33:00Z",
    "title_canon_sha256": "6c391e112110eb6619025b2ecf54b4b8d024948e36cfd2ed845d25412e7163c3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.03500",
    "kind": "arxiv",
    "version": 1
  }
}