- On efficient methods and error bounds for rare event estimation. Dissertation, 2021 mehr… BibTeX Volltext (mediaTUM)
- Variance reduction with multilevel estimators. Dissertation, 2021 mehr… BibTeX Volltext (mediaTUM)
- Exploring and exploiting hierarchies in Bayesian inverse problems. Dissertation, 2019 mehr… BibTeX Volltext (mediaTUM)
Overview | People | Publications | Teaching | Reading Group | Supervised Theses
Supervised Theses
PhD Theses
- Consensus-based rare event estimation. , 2022 mehr… BibTeX
- Physics-informed Neural Networks in Bayesian Inversion. Masterarbeit, 2022 mehr… BibTeX
- Physics-informed neural networks and finite differences augmented with neural networks for solving differential equations. Masterarbeit, 2022 mehr… BibTeX
- Bayesian Reconstruction and Optimal Experimental Design for Multispectral Optoacoustic Tomography. Masterarbeit, 2022 mehr… BibTeX
- Galerkin Neural Networks. Masterarbeit, 2022 mehr… BibTeX
- Analysis of the Karhunen-Loève truncation error for rare event estimation. Masterarbeit, 2021 mehr… BibTeX
- Gaussian process surrogates for Bayesian parameter identification in computational oncology. Masterarbeit, 2018 mehr… BibTeX
- Particle Methods for Deep Learning, Supervisor. Masterarbeit, 2018 mehr… BibTeX
- Parameterized solution of Karhunen-Loeve Eigenproblems with Reduced Basis Methods in Uncertainty Quantification. Masterarbeit, 2017 mehr… BibTeX
- Chladni Plate - Eigenvalue Problem of the Biharmonic Operator. Bachelorarbeit, 2022 mehr… BibTeX
- Network-based inference for the prediction of the COVID-19 spread. Bachelorarbeit, 2022 mehr… BibTeX
- Multigrid Methods for the Approximate Solution of Partial Differential Equations. Bachelorarbeit, 2021 mehr… BibTeX
- Hierarchical Neural Networks for Rare Event Estimation. Bachelorarbeit, 2020 mehr… BibTeX
- Stein Variational Gradient Descent for Rare Event Estimation. Bachelorarbeit, 2020 mehr… BibTeX
- Adaptive Metropolis for Bayesian Inference in Crystallography. Bachelorarbeit, 2019 mehr… BibTeX
- Approximation of Dynamical Systems with Neural Networks. Bachelorarbeit, 2019 mehr… BibTeX
- Efficient Implementation of the Ising Model and Image Denoising. Bachelorarbeit, 2019 mehr… BibTeX
- Iterative Solvers for Discretized PDEs. Bachelorarbeit, 2019 mehr… BibTeX
- Visual SLAM using artificial visual markers. Bachelorarbeit, 2019 mehr… BibTeX
- Neural Networks as a Method for Solving ODEs. Bachelorarbeit, 2018 mehr… BibTeX
- On multilevel algorithms for the estimation of failure probabilities and rare event simulation. Bachelorarbeit, 2018 mehr… BibTeX
- Sequential Monte Carlo for time-dependent Bayesian Inverse Problems. Bachelorarbeit, 2018 mehr… BibTeX