Laurent Debreu

Neural Ordinary Differential Equations with Trainable Solvers

When considering the data-driven identification of non-linear differential equations, the choice of the integration scheme to use is far from being trivial and may dramatically impact the identification problem. In this work, we discuss this aspect and propose a novel architecture that jointly learn…