Pith Number

pith:UDMAQMNT

pith:2025:UDMAQMNTRWCDT3FMMD27OQJ7DZ

not attested not anchored not stored refs pending

Learning to Program Quantum Measurements for Machine Learning

Hsin-Yi Lin, Huan-Hsin Tseng, Samuel Yen-Chi Chen, Shinjae Yoo

arxiv:2505.13525 v2 · 2025-05-18 · quant-ph · cs.AI · cs.ET · cs.LG · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UDMAQMNTRWCDT3FMMD27OQJ7DZ}

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

1 paper in Pith

Quantum Reinforcement Learning by Adaptive Non-local Observables

Receipt and verification

First computed	2026-07-05T11:09:14.089331Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a0d80831b38d8439ecac60f5f7413f1e439d4851a5b0de0764cf72ac537a3d6f

Aliases

arxiv: 2505.13525 · arxiv_version: 2505.13525v2 · doi: 10.48550/arxiv.2505.13525 · pith_short_12: UDMAQMNTRWCD · pith_short_16: UDMAQMNTRWCDT3FM · pith_short_8: UDMAQMNT

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/UDMAQMNTRWCDT3FMMD27OQJ7DZ \
  | 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: a0d80831b38d8439ecac60f5f7413f1e439d4851a5b0de0764cf72ac537a3d6f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a8e582dd80ac3fa140f3984bb0e4bfc345901044a15b794f3478ffa09c4c7a8e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.ET",
      "cs.LG",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "quant-ph",
    "submitted_at": "2025-05-18T02:39:22Z",
    "title_canon_sha256": "ebd3ccb3fdbd0a797a28ca66b5d533dfeb8aa41448cb72f4e603db81c386f4ff"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.13525",
    "kind": "arxiv",
    "version": 2
  }
}