Leveraging KANs For Enhanced Deep Koopman Operator Discovery

George Nehma, Madhur Tiwari

Multi-layer perceptrons (MLP's) have been extensively utilized in discovering Deep Koopman operators for linearizing nonlinear dynamics. With the emergence of Kolmogorov-Arnold Net…