Education
Courses
2024/2025
2023/2024
- Machine Learning 1 | CS4220
- Machine Learning 2 | CS4230
- Special Topics in Computational Science and Engineering | WI4450
2022/2023
- Machine Learning 1 | CS4220
- Machine Learning 2 | CS4230
- Special Topics in Computational Science and Engineering | WI4450
2021/2022
- Machine Learning 1 | CS4220
- Machine Learning 2 | CS4230
- Special Topics in Computational Science and Engineering | WI4450
2020/2021
- Machine Learning 1 | CS4220
- Machine Learning 2 | CS4230
- Special Topics in Computational Science and Engineering | WI4450
2019/2020
- Machine Learning 1 | CS4220
- Machine Learning 2 | CS4230
- Special Topics in Computational Science and Engineering | WI4450
Master projects
Finished
- Splitting and Stitching Gaussian Process Regression Models with Multi-fidelity, Iuri Rocha, Rik Hendriks (2022/2023)
- Deep Symbolic Regression for Nonlinear Dynamical Systems, Alejandro Aragon, Arun Thamban (2022/2023)
- PINNs for parameterized problems, Deepesh Toshniwal, Frank van Ruiten (2022/2023)
- Stabilizing convection-dominated flow problems using neural networks based on flux-limiting techniques., Deepesh Toshniwal, Sannia Ul Haq (2022/2023)
- Error estimation for finite element analysis, Deepesh Toshniwal, Chao Chen, Tan Nguyen, Tom van der Wee, Alvaro Baillet Bolivar, Gleb Martjanovs, Peter Schaefers (2022/2023)
- Autoencoder enabled global optimization, Alejandro Aragon, Julian Schumann (2021/2022)