Surrogate Modeling for Fluid Flows Based on Physics-Constrained Deep Learning Without Simulation Data

Luning Sun, Han Gao, Shaowu Pan +1

Numerical simulations on fluid dynamics problems primarily rely on spatially or/and temporally discretization of the governing equation into the finite-dimensional algebraic system…