Data-Driven Finite Elements Methods: Machine Learning Acceleration of Goal-Oriented Computations

Ignacio Brevis, Ignacio Muga, Kristoffer G. van der Zee

We introduce the concept of data-driven finite element methods. These are finite-element discretizations of partial differential equations (PDEs) that resolve quantities of interes…