Sobolev neural network with residual weighting as a surrogate in linear and non-linear mechanics

A. O. M. Kilicsoy, J. Liedmann, M. A. Valdebenito +2

Areas of computational mechanics such as uncertainty quantification and optimization usually involve repeated evaluation of numerical models that represent the behavior of engineer…