Pith Number

pith:MD2WYLBS

pith:2024:MD2WYLBS56NXCS44RK3RT37OEK

not attested not anchored not stored refs pending

Kolmogorov-Arnold Networks (KAN) for Time Series Classification and Robust Analysis

Chang Dong, Liangwei Zheng, Weitong Chen

arxiv:2408.07314 v3 · 2024-08-14 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MD2WYLBS56NXCS44RK3RT37OEK}

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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

Leveraging KANs for Expedient Training of Multichannel MLPs via Preconditioning and Geometric Refinement

Receipt and verification

First computed	2026-07-05T09:05:38.043844Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

60f56c2c32ef9b714b9c8ab719efee229b5f50ddf7d5d710494af91a4bdb8913

Aliases

arxiv: 2408.07314 · arxiv_version: 2408.07314v3 · doi: 10.48550/arxiv.2408.07314 · pith_short_12: MD2WYLBS56NX · pith_short_16: MD2WYLBS56NXCS44 · pith_short_8: MD2WYLBS

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/MD2WYLBS56NXCS44RK3RT37OEK \
  | 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: 60f56c2c32ef9b714b9c8ab719efee229b5f50ddf7d5d710494af91a4bdb8913

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "db8335398842b51703362d75810b2db7381d035e1fd17618bd12737e806e0fad",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-08-14T06:15:55Z",
    "title_canon_sha256": "0ac971427acd67f925ce1a73ce164504cd776e1821de0ccd66c1fd157616f770"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.07314",
    "kind": "arxiv",
    "version": 3
  }
}