Framework to learn effective dynamics and couple a macro scale simulator with a fast neural network latent propagator.
machine-learning
recurrent-neural-networks
simulations
autoencoders
lstm-neural-networks
navier-stokes-equations
equation-free-modeling
direct-numerical-simulation
kuramoto-sivashinsky
reduced-order-modeling
learning-effective-dynamics
-
Updated
Apr 19, 2023 - Python