Kevin Course

Data-driven stochastic reduced-order modelling of parametrized dynamical systems

Abstract Modelling complex dynamical systems under varying conditions is computationally intensive, often rendering high-fidelity simulations intractable. Although reduced-order models (ROMs) offer a promising solution, current methods often struggle with stochastic dynamics and...