Performance of Neural and Polynomial Operator Surrogates

Josephine Westermann, Benno Huber, Thomas O'Leary-Roseberry +1

We consider the problem of constructing surrogate operators for parameter-to-solution maps arising from parametric partial differential equations, where repeated forward model eval…