Pith Number

pith:QT45IHGZ

pith:2024:QT45IHGZQVTY4NWJYD3M5YOCSA

not attested not anchored not stored refs pending

Higher-order-ReLU-KANs (HRKANs) for solving physics-informed neural networks (PINNs) more accurately, robustly and faster

Chi Chiu SO, Siu Pang Yung

arxiv:2409.14248 v3 · 2024-08-09 · cs.NE · cs.AI · cs.CE · cs.LG · physics.comp-ph

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\usepackage{pith}
\pithnumber{QT45IHGZQVTY4NWJYD3M5YOCSA}

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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

6 papers in Pith

A Novel Tensor Product-Based Neural Network for Solving Partial Differential Equations

P1-KAN: an effective Kolmogorov-Arnold network with application to hydraulic valley optimization

A Dual Physics-Informed Kolmogorov-Arnold Neural Network Framework for Continuum Topology Optimization

A Practitioner's Guide to Kolmogorov-Arnold Networks

Partition-of-Unity Gaussian Kolmogorov-Arnold Networks

Receipt and verification

First computed	2026-07-05T09:13:07.831520Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

84f9d41cd985678e36c9c0f6cee1c290082c210841a1642fe5e7d5a5ed1cea9d

Aliases

arxiv: 2409.14248 · arxiv_version: 2409.14248v3 · doi: 10.48550/arxiv.2409.14248 · pith_short_12: QT45IHGZQVTY · pith_short_16: QT45IHGZQVTY4NWJ · pith_short_8: QT45IHGZ

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/QT45IHGZQVTY4NWJYD3M5YOCSA \
  | 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: 84f9d41cd985678e36c9c0f6cee1c290082c210841a1642fe5e7d5a5ed1cea9d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "55bc7e1078cfe100a6dc6fe15ffbc23398444b5e34435d874457bda8a611affd",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CE",
      "cs.LG",
      "physics.comp-ph"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2024-08-09T03:50:58Z",
    "title_canon_sha256": "7c41bc93a44b7ab441aa83eb3f5e13ebb3e6ea7ff0c1c82f4d2045c2f38a951e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.14248",
    "kind": "arxiv",
    "version": 3
  }
}