There are 0 repository under kuramoto-sivashinsky topic.
RNN architectures trained with Backpropagation and Reservoir Computing (RC) methods for forecasting high-dimensional chaotic dynamical systems.
Framework to learn effective dynamics and couple a macro scale simulator with a fast neural network latent propagator.
Implementation of a model-based deep reinforcement learning algorithm for the control of partial differential equations.
An AOT-based algorithm to estimate multiple unknown parameters in the Kuramoto-Saviashinski equation. Source code for the paper "Concurrent Multiparameter Learning Demonstrated on the Kuramoto-Sivashinsky Equation" by Pachev, Whitehead, and McQuarrie.
A Python package to simulate and measure chaotic dynamical systems.
Code for the Modeling From Measurements report
pseudospectral (fourier) solutions of a few 1-dimensional PDEs