Learning Differentiable Weak-Form Corrections to Accelerate Finite Element Simulations

Junoh Jung, Emil Constantinescu

We present a differentiable weak-form learning approach for accelerating finite element simulations. Rather than introducing black-box source terms in the strong form of the govern…