In the astro-particle group we offer a broad spectrum of topics for possible bachelor, master and PhD theses. I personally, focus on numerical astro(-particle) physics (either development of numerical methods or application of numerical codes), which is also reflected in the topics I am offering. For several suggestions see the links above.
For an overview of the topics offered at our institute see the official institute's webpage. The Bachelor topics offered at our institute can be found here.