KCDS Fellows | Doctoral Researchers

KCDS Fellows
Portrait Name Doctoral Project and KCDS Supervisors Role at KCDS
"AI-Augmented Discovery of Turbulence-Granular Material Interactions", C. Ates (ITS) and S. Lerch (STAT) KCDS Fellow
  "Advanced Parallelization Techniques for data-driven Uncertainty Quantification", S. Krumscheid (SCC) and L. Seelinger (SCC) KCDS Fellow
  "FAST-DREAM - Faster AtmoSpheric Transport modeling using Dimensionality REduction and Acceleration of with Machine learning", C. Debus/A. Streit (SCC) and G. Hoshyaripour (IMKTRO) KCDS Fellow
"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) KCDS Fellow
Felipe Donoso
"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) KCDS Fellow
Friederike Becker
"Real-time probabilistic forecasting", M. Schienle (STAT) and F. Krüger (STAT) KCDS Fellow
  "Optimization and acceleration of aerosol dynamics and chemistry sub-processes in weather and climate models", C. Hoose (IMKTRO) and A. Streit (SCC) KCDS Fellow
  "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) 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) KCDS Fellow
"Theoretical and Empirical Analysis of Matheuristics", J. Warwicker/S. Rebennack (IOR) and M. Baumann (IFL) KCDS Fellow
  "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
  "Machine Learning Enhanced Multiscale Methods", R. Maier (IANM), K. Schulz (IAM-ZK) KCDS Fellow
"Post-simulation diagnostics of microphysical process rates from a climate and weather model with AI", J. Meyer/A. Streit (SCC) and C. Hoose (IMKTRO) KCDS Fellow
Li
"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) KCDS Fellow
"Multilevel Methods for Quality Assessment of Injection Molding under Uncertainty", S. Krumscheid (SCC) and F. Wittemann (FAST) KCDS Fellow
"Estimating causal relationships in extremes for time-dependent data", M. Schienle (STAT) and S. Lerch (STAT) KCDS Fellow, Representative of young researchers in MathSEE Steering Committee
"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
"Continuous-Time Overlapping-Generations Models: Theory, Numerics, and Applications" J. Brumm (ECON) and T. Jahnke (IANM) KCDS Fellow, member of Doctoral Researcher Representatives (DRR) 25/26
Tobias Biegert
"Spatial Ensemble Post-Processing for Probabilistic Weather Forecasting Using Generative Machine Learning", S. Lerch (STAT) and P. Knippertz (IMKTRO) KCDS Fellow, member of Doctoral Researcher Representatives (DRR) 25/26
9 additional persons visible within KIT only.

KCDS Alumni

Former KCDS Fellows
Name Role at KCDS
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KCDS Alumni