We offer theses in different research areas.
Procedure
The theses advertised below are intended to provide pointers for topics of possible final theses at our department. Depending on the language capabilities of the supervisor, the work can usually be carried out in German or English.
Often, we can also tailor the focus specifically for project theses, bachelor theses, research modules and master theses.
If you are interested in one of our topics, but the most suitable work for you is not advertised, feel free to contact us anyway -- you will find a contact to the advertised work in the respective notice board.
Unsolicited applications are also possible at any time.
Topics
| Topic | Tags | Advisor |
|---|---|---|
| Moment Matching for Uncertainty Quantification in Process Modelling | machine learning, geostatistical modelling, process modelling | Stefania Scheurer |
| Deep-aPC-NN vs. Kolmogorov Arnold networks (KAN) | deep learning, PCE | Nils Wildt |
| Sampling with Noisy Gradients | MCMC, sampling |
Tim Brünnette |
| Hydrologie, Wasser- und Umweltsystemmodellerierung | hydrological modeling, geostatistics, precipitation modeling, CO2 storage modeling, geothermal modeling |
Jochen Seidel |
| Learning PFAS isotherms with Universal Differential Equations | finite volume method, mechanism learning, surrogates |
Nils Wildt |
| Stochastic Simulation of Debris Distribution after Airplane Crashes | stochastics, programming, uncertainty | Tim Brünnette |
| Predicting Fracture Path Statistics | stochastics, statistics, machine learning, CNNs |
Tim Brünnette |