Pith Number

pith:OY2JINYO

pith:2024:OY2JINYOYN5IRJEXBCRDAUNROP

not attested not anchored not stored refs pending

On the Performance Analysis of Momentum Method: A Frequency Domain Perspective

Hanxiao Wang, Jun Luo, Li Luo, Lingkun Wen, Linlong Wu, Sheng Xu, Xianliang Li, Zhiwei Zheng

arxiv:2411.19671 v6 · 2024-11-29 · 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{OY2JINYOYN5IRJEXBCRDAUNROP}

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	2026-07-05T11:06:25.308910Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

763494370ec37a88a49708a23051b173d989c605994248665d9b2ea509dd91ae

Aliases

arxiv: 2411.19671 · arxiv_version: 2411.19671v6 · doi: 10.48550/arxiv.2411.19671 · pith_short_12: OY2JINYOYN5I · pith_short_16: OY2JINYOYN5IRJEX · pith_short_8: OY2JINYO

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/OY2JINYOYN5IRJEXBCRDAUNROP \
  | 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: 763494370ec37a88a49708a23051b173d989c605994248665d9b2ea509dd91ae

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5687ebf7ece690c985ac3c046ea424ce7628b8a7d71782ef5ae5c6c82b38ae4d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-29T12:56:43Z",
    "title_canon_sha256": "28a839e6dacef346e2546ec76a6705ed41a29d50d855a20a6b7ed4459bfc3eb3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.19671",
    "kind": "arxiv",
    "version": 6
  }
}