Pith Number

pith:CZ7W2JNW

pith:2025:CZ7W2JNWJZALMED4YWJL34E5BP

not attested not anchored not stored refs pending

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

Ben Southworth, Eric C. Cyr, Graham Harper, Jonas A. Actor

arxiv:2505.18131 v1 · 2025-05-23 · 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{CZ7W2JNWJZALMED4YWJL34E5BP}

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

A Practitioner's Guide to Kolmogorov-Arnold Networks

Partition-of-Unity Gaussian Kolmogorov-Arnold Networks

Making Gaussian Kolmogorov-Arnold Networks Reliable and Accurate

Receipt and verification

First computed	2026-07-05T11:08:36.994145Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

167f6d25b64e40b6107cc592bdf09d0be879d921612066ccfd145bbcd489ff00

Aliases

arxiv: 2505.18131 · arxiv_version: 2505.18131v1 · doi: 10.48550/arxiv.2505.18131 · pith_short_12: CZ7W2JNWJZAL · pith_short_16: CZ7W2JNWJZALMED4 · pith_short_8: CZ7W2JNW

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/CZ7W2JNWJZALMED4YWJL34E5BP \
  | 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: 167f6d25b64e40b6107cc592bdf09d0be879d921612066ccfd145bbcd489ff00

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1d20238a72aa1c72dbf2c985fd306d988cf2f3e3c2f413322d9d036cfd2d1195",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-23T17:41:18Z",
    "title_canon_sha256": "68e93e8e39ca45ae81eb0200315a3277e21955d34dad6f84b86c06d5968affa2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.18131",
    "kind": "arxiv",
    "version": 1
  }
}