Data-driven computation of adjoint sensitivities without adjoint solvers: An application to thermoacoustics

Defne E. Ozan, Luca Magri

Adjoint methods have been the pillar of gradient-based optimization for decades. They enable the accurate computation of a gradient (sensitivity) of a quantity of interest with res…