cs.LG, cs.NA, math.NA

Performance of Neural and Polynomial Operator Surrogates

arXiv:2604.00689v1 Announce Type: new
Abstract: We consider the problem of constructing surrogate operators for parameter-to-solution maps arising from parametric partial differential equations, where repeated forward model evaluations are computation…