no code implementations • 2 Jul 2021 • Changxin Qiu, Jue Yan
Different to traditional numerical methods, our method can be relieved from the explicit scheme CFL restriction and can adapt to any time step size for solution evolution.
no code implementations • 10 Jan 2021 • Changxin Qiu, Aaron Bendickson, Joshua Kalyanapu, Jue Yan
In particular, we carry out (1) the architecture study in terms of number of hidden layers and neurons per layer to find the optimal ResNet structure; (2) the target study to verify the ResNet solver behaves as accurate as its finite difference method counterpart; (3) solution trajectory simulation.
