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Predicting Shallow Water Dynamics using Echo-State Networks with
  Transfer Learning
v1v2 (latest)

Predicting Shallow Water Dynamics using Echo-State Networks with Transfer Learning

16 December 2021
Xiaoqian Chen
Balasubramanya T. Nadiga
Ilya Timofeyev
ArXiv (abs)PDFHTML

Papers citing "Predicting Shallow Water Dynamics using Echo-State Networks with Transfer Learning"

3 / 3 papers shown
Title
Attractor learning for spatiotemporally chaotic dynamical systems using echo state networks with transfer learning
Attractor learning for spatiotemporally chaotic dynamical systems using echo state networks with transfer learning
Mohammad Shah Alam
William Ott
Ilya Timofeyev
34
0
0
30 May 2025
Using Echo-State Networks to Reproduce Rare Events in Chaotic Systems
Using Echo-State Networks to Reproduce Rare Events in Chaotic Systems
Anton Erofeev
Balasubramanya T. Nadiga
Ilya Timofeyev
17
0
0
22 May 2025
Temporal Subsampling Diminishes Small Spatial Scales in Recurrent Neural
  Network Emulators of Geophysical Turbulence
Temporal Subsampling Diminishes Small Spatial Scales in Recurrent Neural Network Emulators of Geophysical Turbulence
T. A. Smith
S. Penny
Jason A. Platt
Tse-Chun Chen
56
5
0
28 Apr 2023
1