KCDS Fellows | Doctoral Researchers

KCDS Fellows
Portrait Name Doctoral Project and KCDS Supervisors Role at KCDS
Arweiler "AI-Augmented Discovery of Turbulence-Granular Material Interactions", C. Ates (ITS) and S. Lerch (STAT) KCDS Fellow
  Kluge "Advanced Parallelization Techniques for data-driven Uncertainty Quantification", S. Krumscheid (SCC) and L. Seelinger (SCC) KCDS Fellow
Sax, Christian "Development of a novel Diagnostics Tool for the optical Measurement of dispersed Two-Phase Flows based on Deep Learning and Inverse Problems", B. Frohnapfel (ISTM) and R. Griesmaier (IANM) KCDS Fellow
  To, Deifilia "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
Wolf, Dominik Werner "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
Acuna Espinoza, Eduardo Jose "Hybrid Models in Hydrology: Combining Data-Driven Techniques with Hydrological Knowledge", U. Ehret (IWG) and N. Bäuerle (STOCH) KCDS Fellow
Mockert, Fabian "Probabilistic weather regime prediction: Combining physical models and generative machine learning" J. Quinting (IMKTRO) and S. Lerch (STAT) KCDS Fellow
Felipe Donoso
 Donoso Aguirre, Felipe "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
  Rein, Felix "Forecasting precipitation in tropical Africa", P. Knippertz (IMKTRO) and T. Gneiting (STOCH) KCDS Fellow
Reinke, Felix "Wet separation of fine metal particles", A. Dittler (MVM) and G. Thäter (IANM) KCDS Fellow
  Becker, Friederike Sarah "Real-time probabilistic forecasting", M. Schienle (STAT) and F. Krüger (STAT) KCDS Fellow
  Schaßberger, Jan "Control-Oriented Modeling of Transport-Dominated Systems Involving Particles", L. Gröll (IAI) and G. Thäter (IANM) KCDS Fellow
Bijiga, Lelisa Kabena "Theoretical and Empirical Analysis of Matheuristics", J. Warwicker/S. Rebennack (IOR) and M. Baumann (IFL) KCDS Fellow
Leimenstoll, Lisa "Estimating causal relationships in extremes for time-dependent data", M. Schienle (STAT) and S. Lerch (STAT) KCDS Fellow, Speaker of Doctoral Researcher Representatives (DRR) 2024/25
Frank, Lukas "Continuous-Time Overlapping-Generations Models: Theory, Numerics, and Applications" J. Brumm (ECON) and T. Jahnke (IANM) KCDS Fellow, member of Doctoral Researcher Representatives (DRR) 2024/25
Simm, Miriam Ursula "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
Popovic, Nicholas "Label-efficient representation learning for relation extraction", M. Färber (AIFB) and S. Krumscheid (SCC) KCDS Fellow
Li, Siyu "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
Salatovic, Stjepan "Multilevel Methods for Quality Assessment of Injection Molding under Uncertainty", S. Krumscheid (SCC) and F. Wittemann (FAST) KCDS Fellow
  Biegert, Tobias "Spatial Ensemble Post-Processing for Probabilistic Weather Forecasting Using Generative Machine Learning", S. Lerch (STAT) and P. Knippertz (IMKTRO) KCDS Fellow
12 additional persons visible within KIT only.

KCDS Alumni

Former KCDS Fellows
Name Role at KCDS
Baumgarten, Niklas KCDS Alumni
Reiffer, Anna KCDS Alumni
Schiemer, Robin KCDS Alumni