Atamert Rahma, M.Sc.
Technical University of Munich
TUM School of CIT
Department of Computer Science
Boltzmannstrasse 3
85748 Garching
Germany
Office: MI 02.05.041
Mail: atamert.rahma (at) tum.de
Office Hours: by arrangement
Links: Google Scholar ResearchGate GitHub Blog
Background
- Started my doctoral studies with Prof. Dr. Felix Dietrich in December 2024
- M.Sc. in Informatics 2021-2024
- B.Sc. in Informatics 2018-2021
- From Istanbul, Türkiye
Research interests
- Accelarating training of neural networks using randomized algorithms
- Approximating physical systems (e.g. Hamiltonian) using machine learning
- Accelerating numerical simulations (e.g. molecular dynamics) using machine learning methods
Thesis Supervision
Please send me an email if you are interested doing a thesis, guided research, or IDP with me. I can supervise students from across CIT. My current list of topics (might be outdated / regularly updated) are
- Accelerating reinforcement learning using random features
- Benchmarking random feature graph neural networks on approximating molecular dynamics potentials (e.g. Lennard-Jones, Mass-Spring, …)
- Adapting iterative linear system solvers (e.g. LSRN) into random feature neural networks.