Controlling a Vlasov-Poisson Plasma by a Particle-in-Cell Method Based on a Monte Carlo Framework. - Jan Bartsch; Patrik Knopf; Stefania Scheurer; Jörg Weber (SIAM J. Control. Optim., 2024)

HydroStartML: A combined machine learning and physics-based approach to reduce hydrological model spin-up time. - Louisa Pawusch; Stefania Scheurer; Wolfgang Nowak; Reed Maxwell (CoRR, 2025)

Uncertainty-Aware Surrogate-based Amortized Bayesian Inference for Computationally Expensive Models. - Stefania Scheurer; Philipp Reiser; Tim Brünnette; Wolfgang Nowak; Anneli Guthke; Paul-Christian Bürkner (CoRR, 2025)