Shallow Recurrent Decoder for Reduced Order Modeling of Plasma Dynamics

Shallow Recurrent Decoder for Reduced Order Modeling of Plasma Dynamics

20 May 2024

Farbod Faraji

Papers citing "Shallow Recurrent Decoder for Reduced Order Modeling of Plasma Dynamics"

6 / 6 papers shown

Title
Dynamic Mode Decomposition for data-driven analysis and reduced-order modelling of ExB plasmas: II. dynamics forecasting Farbod Faraji M. Reza A. Knoll J. Nathan Kutz 21 13 0 26 Aug 2023
Dynamic Mode Decomposition for data-driven analysis and reduced-order modelling of ExB plasmas: I. Extraction of spatiotemporally coherent patterns Farbod Faraji M. Reza A. Knoll J. Nathan Kutz 21 20 0 26 Aug 2023
Discovering Governing Equations from Partial Measurements with Deep Delay Autoencoders Joseph Bakarji Kathleen P. Champion J. Nathan Kutz Steven L. Brunton 78 84 0 13 Jan 2022
Bagging, optimized dynamic mode decomposition (BOP-DMD) for robust, stable forecasting with spatial and temporal uncertainty-quantification Diya Sashidhar J. Nathan Kutz 45 53 0 22 Jul 2021
Randomized CP Tensor Decomposition N. Benjamin Erichson Krithika Manohar Steven L. Brunton J. Nathan Kutz 42 64 0 27 Mar 2017
An algorithm for the principal component analysis of large data sets N. Halko P. Martinsson Y. Shkolnisky M. Tygert 101 280 0 30 Jul 2010