Pith Number

pith:YH6UOZYA

pith:2024:YH6UOZYAPJZJSN5SQLGTJPU56T

not attested not anchored not stored refs pending

A comprehensive and FAIR comparison between MLP and KAN representations for differential equations and operator networks

George Em Karniadakis, Juan Diego Toscano, Khemraj Shukla, Zhicheng Wang, Zongren Zou

arxiv:2406.02917 v1 · 2024-06-05 · cs.LG · physics.comp-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{YH6UOZYAPJZJSN5SQLGTJPU56T}

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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

3 papers in Pith

Fourier Feature Pyramids for Physics-Informed Neural Networks

Sinc Kolmogorov-Arnold network and its application for solving PDEs with singularities

Probabilistic Predictions of Process-Induced Deformation in Carbon/Epoxy Composites Using a Deep Operator Network

Receipt and verification

First computed	2026-07-05T08:27:32.656804Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c1fd4767007a729937b282cd34be9df4de880f1cffdc83c38c51a2190e08d374

Aliases

arxiv: 2406.02917 · arxiv_version: 2406.02917v1 · doi: 10.48550/arxiv.2406.02917 · pith_short_12: YH6UOZYAPJZJ · pith_short_16: YH6UOZYAPJZJSN5S · pith_short_8: YH6UOZYA

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/YH6UOZYAPJZJSN5SQLGTJPU56T \
  | 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: c1fd4767007a729937b282cd34be9df4de880f1cffdc83c38c51a2190e08d374

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "41afcdccb508a8a42bd100b016c535b8f64c9ebd72534fb47139a8a8424bcf1b",
    "cross_cats_sorted": [
      "physics.comp-ph"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-05T04:10:36Z",
    "title_canon_sha256": "668ea2748534668536b311119719c3485cdae4d5b5a4fb7f56dd5f86a2f37b6f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.02917",
    "kind": "arxiv",
    "version": 1
  }
}