Ferenc Izsák

Neural network-assisted refinement of traditional schemes for one-dimensional scalar conservation laws

Abstract A clear link is established between conventional numerical methods and neural network approximations for solving one-dimensional scalar conservation laws. The focus is on the construction of an appropriate flux term in the case of convex flux functions for improving the...