KCDS Fellows | Doctoral Researchers

KCDS Fellows
Portrait Name Doctoral Project and KCDS Supervisors Role at KCDS
"Hybrid Models in Hydrology: Combining Data-Driven Techniques with Hydrological Knowledge", U. Ehret (IWG) and N. Bäuerle (STOCH) KCDS Fellow
"AI-Augmented Discovery of Turbulence-Granular Material Interactions", C. Ates (ITS) and S. Lerch (STAT) KCDS Fellow
  "Real-time probabilistic forecasting", M. Schienle (STAT) and F. Krüger (STAT) KCDS Fellow
  "Spatial Ensemble Post-Processing for Probabilistic Weather Forecasting Using Generative Machine Learning", S. Lerch (STAT) and P. Knippertz (IMKTRO) KCDS Fellow
"Theoretical and Empirical Analysis of Matheuristics", J. Warwicker/S. Rebennack (IOR) and M. Baumann (IFL) 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
"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
  "Advanced Parallelization Techniques for data-driven Uncertainty Quantification", S. Krumscheid (SCC) and L. Seelinger (SCC) KCDS Fellow
"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
"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
"Probabilistic weather regime prediction: Combining physical models and generative machine learning" J. Quinting (IMKTRO) and S. Lerch (STAT) KCDS Fellow
"Label-efficient representation learning for relation extraction", M. Färber (AIFB) and S. Krumscheid (SCC) KCDS Fellow
  "Forecasting precipitation in tropical Africa", P. Knippertz (IMKTRO) and T. Gneiting (STOCH) KCDS Fellow