Recent Master / MSc projects
The following list (under construction, by no means complete) is meant to give you an impression about what could be achieved during your final project period, and what a thesis in our specialization could look like.
MSc Students graduated at the chairs:
MIA: | Brune | |
STAT | Schmidt-Hieber |
2025
- Jorg Gortemaker
Change point analysis using neural network, 25-08-2025, A.J Schmidt-Hieber, daily supervisor A. Bettken. - Yuyang Du
A MOSUM Procedure Based on Ordinal Patterns for Change-Point Defection: with application to EEG signals, 27-08-2025, A.J Schmidt-Hieber, daily supervisor A. Bettken. - Ties Martens
Optimal transport regularization for implicit neural representation of cell shape sequences, 03-07-2025, C. Brune, Daily supervisor S. Dummer - Thiadrik Blom
Optimal Transport Regularization of Implicit Neural Representations for Dynamic MRI Reconstruction, 02-07-2025, C. Brune, daily supervisor S. Dummer - Jorn Quattrocchi
Conditional Denoising Diffusion Probabilistic Models for Metal Artifact Reduction in Computed Tomography, 01-07-2025, C. Brune, daily supervisor J. Wolterink - Ronan Timon
Change Point Detection in the Autocorrelation Function of Stationary Time Series : A Comparative Analysis of Different Methods., 31 March 2025, A.J. Schmidt-Hieber, daily supervisor A. Betken - Linda ten Klooster
AI-accelerated prediction of optimal implant alignment in total knee arthroplasty, 29 January 2025, C.Brune, daily supervisor J.M. Wolterink
2024
- Sophie Buurman
SG-AIFS: A High-Resolution Deep Learning Approach to Weather Forecasting in Western Europe, December 13, S. Langer - Middelkamp, Thomas P.
A unifying framework for estimation of the Koopman operator between Reproducing Kernel Hilbert Spaces., December 2024, C. Brune, daily supervisor J.A. Iglesias Martinez. - Fabio Mistrangelo, Investigation of 4DVarNet Algorithm for Image Reconstruction of Suspended Particulate Matter Dynamics Data. 18 November 2024, C. Brune, daily supervisor D. Ye.
- Wei-Ting Sun
Predictive coding with generalized losses and its mathematical relationship with backpropagation, August 14, 2024, A.J. Schmidt-Hieber - Karisma
A Machine Learning Approach for Estimating Gross Primary Productivity Using Sentinel 2, 9 August 2024, A.J. Schmidt-Hieber - Puru Vaish (Mei)
Fourier Insights in Machine Learning: Bridging the Augmentation Gap through Frequency-basis Functions, 7 March 2024, C. Brune
2023
- Steege, Martijn ter
Leveraged calibrated loss for learning to defer. 13-04-2023, A.J. Schmidt-Hieber - Xanthopoulou-Koukogia, Konstantina
Causal discovery : finding common latent causes. 05-06-2023 A.J. Schmidt-Hieber - Silvi Fitria, Silvi
A Comparison of Deep Neural Networks for Sales Forecasting.15-06-2023, A.J. Schmidt-Hieber - Stienissen, Sven
State Space Identification and Minimal State Space Realization of Max-Plus Linear Systems. 30-06-2023, A.J. Schmidt-Hieber, daily supervisor S. Langer - Jente van Werven
PDE-Based Graph Convolutional Network for Arterial Hemodynamics Estimation, 28 August 2023, C. Brune, daily supervisor J. Suk - Petrov, B.P.
Understanding the Performance of Hyperbolic Graph Neural Networks. 05 October 2023, C. Brune & S. Langer - Mullink, Jochem
The Small Ball Method Applied to Regression. 09 October 2024, A.J. Schmidt-Hieber, daily supervisor S. Langer
2022
- Micali, Giorgio
Membership inference attacks and synthetic data generation with differential privacy, 23-08-2022, A.J. Schmidt-Hieber - Mauritz, Rutger
Planning in supply networks using aggregated resource feasibility. 01-09-2022, M. Uetz - Mariya Karlashchuk
Data-driven model for direct segmentation in medical imaging, 27 September 2022, C.Brune, Daily Supervisor: J. Wolterink
2021
- Jesse Zwienenberg
Neural implicit representations for diffeomorphic medical image registration, 30 August 2021, C. Brune - Wielaard, Jacco
Model selection and goodness of fit tests for conditional copula models.15-03-2021, A.J. Schmidt-Hieber - Trinh, Trang
Sequential zone picking systems and the integration of frequent item pairs in storage assignment.18-08-2021. A.J. Schmidt-Hieber - Bijl, Leander van der
Solving The Multi-Sensor Assignment Problem Efficiently. 24-09-2021 - Overmars, Maik
Analyzing the convergence of Q-learning through Markov decision theory.14-10-2021, R. Boucherie - Linardos, Ioannis
Effects of Behaviour Adaptation on the Spread of Infectious Disease on Networks with Community Structures. 01 November 2021, N. Litvak