Deep neural operators can serve as accurate surrogates for shape optimization: A case study for airfoils

Khemraj Shukla, Vivek Oommen, Ahmad Peyvan +5

Deep neural operators, such as DeepONets, have changed the paradigm in high-dimensional nonlinear regression from function regression to (differential) operator regression, paving…