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Leveraging KANs For Enhanced Deep Koopman Operator Discovery

Leveraging KANs For Enhanced Deep Koopman Operator Discovery

5 June 2024
George Nehma
Madhur Tiwari
ArXivPDFHTML

Papers citing "Leveraging KANs For Enhanced Deep Koopman Operator Discovery"

3 / 3 papers shown
Title
On the relationship between Koopman operator approximations and neural ordinary differential equations for data-driven time-evolution predictions
On the relationship between Koopman operator approximations and neural ordinary differential equations for data-driven time-evolution predictions
Jake Buzhardt
C. Ricardo Constante-Amores
Michael D. Graham
68
2
0
20 Nov 2024
On the expressiveness and spectral bias of KANs
On the expressiveness and spectral bias of KANs
Yixuan Wang
Jonathan W. Siegel
Ziming Liu
Thomas Y. Hou
37
10
0
02 Oct 2024
rKAN: Rational Kolmogorov-Arnold Networks
rKAN: Rational Kolmogorov-Arnold Networks
Alireza Afzal Aghaei
44
18
0
20 Jun 2024
1