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Smooth Kolmogorov Arnold networks enabling structural knowledge
  representation

Smooth Kolmogorov Arnold networks enabling structural knowledge representation

18 May 2024
Moein E. Samadi
Younes Müller
Andreas Schuppert
ArXivPDFHTML

Papers citing "Smooth Kolmogorov Arnold networks enabling structural knowledge representation"

13 / 13 papers shown
Title
iTFKAN: Interpretable Time Series Forecasting with Kolmogorov-Arnold Network
iTFKAN: Interpretable Time Series Forecasting with Kolmogorov-Arnold Network
Ziran Liang
Rui An
Wenqi Fan
Yanghui Rao
Yuxuan Liang
AI4TS
35
0
0
23 Apr 2025
Physics-informed KAN PointNet: Deep learning for simultaneous solutions to inverse problems in incompressible flow on numerous irregular geometries
Physics-informed KAN PointNet: Deep learning for simultaneous solutions to inverse problems in incompressible flow on numerous irregular geometries
Ali Kashefi
T. Mukerji
3DPC
PINN
47
0
0
08 Apr 2025
Surrogate Learning in Meta-Black-Box Optimization: A Preliminary Study
Surrogate Learning in Meta-Black-Box Optimization: A Preliminary Study
Zeyuan Ma
Zhiyang Huang
Jiacheng Chen
Zhiguang Cao
Yue-jiao Gong
OffRL
76
2
0
23 Mar 2025
KAT to KANs: A Review of Kolmogorov-Arnold Networks and the Neural Leap
  Forward
KAT to KANs: A Review of Kolmogorov-Arnold Networks and the Neural Leap Forward
Divesh Basina
Joseph Raj Vishal
Aarya Choudhary
Bharatesh Chakravarthi
26
0
0
15 Nov 2024
SPIKANs: Separable Physics-Informed Kolmogorov-Arnold Networks
SPIKANs: Separable Physics-Informed Kolmogorov-Arnold Networks
Bruno Jacob
Amanda A. Howard
P. Stinis
26
6
0
09 Nov 2024
A Survey on Kolmogorov-Arnold Network
A Survey on Kolmogorov-Arnold Network
Shriyank Somvanshi
Syed Aaqib Javed
Md Monzurul Islam
Diwas Pandit
Subasish Das
AI4TS
AI4CE
37
18
0
09 Nov 2024
KAN v.s. MLP for Offline Reinforcement Learning
KAN v.s. MLP for Offline Reinforcement Learning
Haihong Guo
Fengxin Li
Jiao Li
Hongyan Liu
OffRL
25
0
0
15 Sep 2024
Kolmogorov Arnold Networks in Fraud Detection: Bridging the Gap Between
  Theory and Practice
Kolmogorov Arnold Networks in Fraud Detection: Bridging the Gap Between Theory and Practice
Yang Lu
Felix Zhan
26
1
0
15 Aug 2024
KAN we improve on HEP classification tasks? Kolmogorov-Arnold Networks
  applied to an LHC physics example
KAN we improve on HEP classification tasks? Kolmogorov-Arnold Networks applied to an LHC physics example
Johannes Erdmann
F. Mausolf
Jan Lukas Späh
31
4
0
05 Aug 2024
rKAN: Rational Kolmogorov-Arnold Networks
rKAN: Rational Kolmogorov-Arnold Networks
Alireza Afzal Aghaei
32
18
0
20 Jun 2024
fKAN: Fractional Kolmogorov-Arnold Networks with trainable Jacobi basis
  functions
fKAN: Fractional Kolmogorov-Arnold Networks with trainable Jacobi basis functions
Alireza Afzal Aghaei
24
33
0
11 Jun 2024
A comprehensive and FAIR comparison between MLP and KAN representations
  for differential equations and operator networks
A comprehensive and FAIR comparison between MLP and KAN representations for differential equations and operator networks
K. Shukla
Juan Diego Toscano
Zhicheng Wang
Zongren Zou
George Karniadakis
24
23
0
05 Jun 2024
iKAN: Global Incremental Learning with KAN for Human Activity
  Recognition Across Heterogeneous Datasets
iKAN: Global Incremental Learning with KAN for Human Activity Recognition Across Heterogeneous Datasets
Mengxi Liu
Sizhen Bian
Bo Zhou
P. Lukowicz
HAI
CLL
35
19
0
03 Jun 2024
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