kuramoto-sivashinsky

There are 9 repositories under kuramoto-sivashinsky topic.

  • pvlachas/RNN-RC-Chaos

    RNN architectures trained with Backpropagation and Reservoir Computing (RC) methods for forecasting high-dimensional chaotic dynamical systems.

    Language:Python841033

  • whalenpt/rkstiff

    Runge-Kutta adaptive-step solvers for nonlinear PDEs. Solvers include both exponential time differencing and integrating factor methods.

    Language:Python11111

  • pvlachas/LearningEffectiveDynamics

    Framework to learn effective dynamics and couple a macro scale simulator with a fast neural network latent propagator.

    Language:Python6330

  • Parametric-Data-Assimilation/kse-multiparameter-learning

    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.

    Language:Python3400

  • stwerner97/pdecontrol

    Implementation of a model-based deep reinforcement learning algorithm for the control of partial differential equations.

    Language:Python3100

  • whalenpt/spida

    Spectral Integration and Differentiation Algorithms. Includes FFTs, Chebyshev Transforms, and Hankel transforms. Exponential time differencing and integrating factor Runge-Kutta methods.

    Language:C++2100

  • DuncDennis/lorenzpy

    A Python package to simulate and measure chaotic dynamical systems.

    Language:Python1211

  • markmbaum/simple-spectral-PDEs

    pseudospectral (fourier) solutions of a few 1-dimensional PDEs

    Language:Julia1100
  • modeling_from_measurements

    f-rosato/modeling_from_measurements

    Code for the Modeling From Measurements report

    Language:MATLAB0100