Cost-Accuracy Trade-offs: Neural Operator vs Classical Numerical Solver

Daniel Zhengyu Huang, Andrew M. Stuart

Neural operators are data-driven models that learn mappings from inputs that parameterize partial differential equations, such as spatially varying coefficients, initial conditions…