Seminars

Abstract: Large-scale dynamical systems arise in many engineering applications. Although high-fidelity models can accurately describe their dynamics, their computational complexity often limits their use in simulation, monitoring, and control.

Abstract: In tokamaks imperfections in the placement of the coils can result in ``error fields`` of the order of milliteslas that break axisymmetry.

Abstract: For more than a century after the seminal paper by Gustav Mie (1908) on scattering of electromagnetic waves by a dielectric substance, the concept of "leaky modes" has been central in the interpretation of observed spectra from these media.

Abstract: In most engineering applications, strong prior knowledge is present in the form of pre-existing models, provided by system designers and engineers, even though they do not capture all the nonlinear dynamics of the real-life system. These models are currently not accounted for during black-box system identification / data-driven modelling tasks.

Abstract: Artificial intelligence is undergoing a profound transformation, driven by recent advances in AI agents, multimodal foundation models, and embodied intelligence.