Random test functions, $H^{-1}$ norm equivalence, and stochastic variational physics-informed neural networks

Diego Marcondes

The dual norm characterisation of weak solutions of second-order linear elliptic partial differential equations is mathematically natural but computationally intractable: evaluatin…