Output-weighted and relative entropy loss functions for deep learning precursors of extreme events

Samuel Rudy, Themistoklis Sapsis

Many scientific and engineering problems require accurate models of dynamical systems with rare and extreme events. Such problems present a challenging task for data-driven modelli…