Stefania Scheurer

According to our database, Stefania Scheurer authored at least 3 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2026

Uncertainty-Aware Surrogate-based Amortized Bayesian Inference for Computationally Expensive Models.

Stefania Scheurer, Philipp Reiser, Tim Brünnette, Wolfgang Nowak, Anneli Guthke, Paul-Christian Bürkner

Trans. Mach. Learn. Res., 2026

2025

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, April, 2025

2024

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