"AI-Augmented Discovery of Turbulence-Granular Material Interactions", C. Ates (ITS) and S. Lerch (STAT)
KCDS Fellow
"Investigating characteristic limitations of deep-learning models and potential solutions in hydrological extrapolation tasks", R. Loritz (IWU), M. Frank (SCC)
KCDS Fellow, member of Doctoral Researcher Representatives (DRR) 25/26
"Theoretical and Empirical Analysis of Matheuristics", J. Warwicker/S. Rebennack (IOR) and M. Baumann (IFL)
KCDS Fellow
"Machine Learning Enhanced Multiscale Methods", R. Maier (IANM), K. Schulz (IAM-ZK)
KCDS Fellow
"Towards operational flood forecasting in small river basins in Germany using AI-based prediction methods from large-sample hydrology", R. Loritz (IWU), S. Krumscheid (SCC)
KCDS Fellow, member of Doctoral Researcher Representatives (DRR) 25/26
"Mathematical modeling and simulation of terahertz waves, photons and sub-ps transients towards terahertz tomography at accelerators and for medical applications", M. Frank (SCC) and S. Funkner/E. Bründermann/A.-S. Müller (IBPT)
"Geometric Characterisation and Topological Analysis of Fracture and Fault Surface Roughness in the context of applied Geology and Hydrology", S. Winter (STOCH)/P. Blum (AGW)
KCDS Fellow
"Assessing the representation of tropical-extratropical teleconnections in machine learning (ML) and numerical weather prediction (NWP) models for improving the S2S forecast skill", J. Quinting (U Cologne), S. Krumscheid (SCC)
"FAST-DREAM - Faster AtmoSpheric Transport modeling using Dimensionality REduction and Acceleration of with Machine learning", C. Debus/A. Streit (SCC) and G. Hoshyaripour (IMKTRO)
"Advancing Subseasonal Predictions at Reduced Computational Effort - Identifying source regions and pathways of tropical forecast errors towards the extratropics", J. Quinting (IMKTRO) and S. Lerch (STAT)
"Development and validation of a hybrid grid/particle method for turbulent flows supported by high-performance calculations with OpenFOAM", M. Frank (SCC) and N. Kornev (Uni Rostock)
"Optometrological characterization of the vehicle glazing key performance indicators influencing the performance of AI-based algorithms for autonomous driving", M. Ulrich (IPF), S. Krumscheid (SCC)
