A DRL-assisted Jacobian-Free Newton-Krylov method finds 303 fixed points of the 2D Kuramoto-Sivashinsky equation on a 20x20 periodic domain.
1986 The Kuramoto-Sivashinsky equation: a bridge between PDE’s and dynamical systems
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Numerical solutions of fixed points in two-dimensional Kuramoto-Sivashinsky equation expedited by reinforcement learning
A DRL-assisted Jacobian-Free Newton-Krylov method finds 303 fixed points of the 2D Kuramoto-Sivashinsky equation on a 20x20 periodic domain.