Pith Number

pith:OYWM4CMI

pith:2025:OYWM4CMIPHLK2YJ5OFFEW5IME4

not attested not anchored not stored refs pending

Optimizer-Dependent Generalization Bound for Quantum Neural Networks

Chenghong Zhu, Hongshun Yao, Xin Wang, Yingjian Liu

arxiv:2501.16228 v1 · 2025-01-27 · quant-ph

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OYWM4CMIPHLK2YJ5OFFEW5IME4}

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.

Receipt and verification

First computed	2026-07-05T10:05:56.995701Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

762cce098879d6ad613d714a4b750c2715633b914db9b26744e7f9cb6f1b818f

Aliases

arxiv: 2501.16228 · arxiv_version: 2501.16228v1 · doi: 10.48550/arxiv.2501.16228 · pith_short_12: OYWM4CMIPHLK · pith_short_16: OYWM4CMIPHLK2YJ5 · pith_short_8: OYWM4CMI

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/OYWM4CMIPHLK2YJ5OFFEW5IME4 \
  | 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: 762cce098879d6ad613d714a4b750c2715633b914db9b26744e7f9cb6f1b818f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "37372da0472df4af42201e2976b3566338e4f428906e799cee1b4ae4a114b11a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "quant-ph",
    "submitted_at": "2025-01-27T17:22:34Z",
    "title_canon_sha256": "c0041968c5711eb539d0d80638b5d24212e97599bb12dd501b63a05776574484"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.16228",
    "kind": "arxiv",
    "version": 1
  }
}