From Fourier to Koopman: Spectral Methods for Long-term Time Series
Prediction

From Fourier to Koopman: Spectral Methods for Long-term Time Series Prediction

1 April 2020

Steven L. Brunton

Papers citing "From Fourier to Koopman: Spectral Methods for Long-term Time Series Prediction"

5 / 5 papers shown

Title
When Graph Neural Networks Meet Dynamic Mode Decomposition Dai Shi Lequan Lin Andi Han Zhiyong Wang Yi Guo Junbin Gao AI4CE 23 0 0 08 Oct 2024
Optimized Dynamic Mode Decomposition for Reconstruction and Forecasting of Atmospheric Chemistry Data Meghana Velegar Christoph Keller J. Nathan Kutz 18 1 0 13 Apr 2024
Koopa: Learning Non-stationary Time Series Dynamics with Koopman Predictors Yong Liu Chenyu Li Jianmin Wang Mingsheng Long AI4TS 22 101 0 30 May 2023
Physics-Informed Koopman Network Yuying Liu A. Sholokhov Hassan Mansour S. Nabi AI4CE 18 3 0 17 Nov 2022
Time-lagged autoencoders: Deep learning of slow collective variables for molecular kinetics C. Wehmeyer Frank Noé AI4CE BDL 109 355 0 30 Oct 2017