Resources
Here I am collecting some resources that you might find useful. This includes links to some of the material that I’ve created over the years.
Theses
PhD Thesis (2025)
Cutting Edge Data Analysis for Gravitational Wave Detection with LISA
This thesis presents novel methods for Bayesian inference and data analysis in the context of gravitational wave detection with the upcoming LISA mission. It includes four papers covering fast Bayesian inference using Gaussian Processes, parallelized acquisition for active learning, and methods for reconstructing primordial curvature perturbations.
Master Thesis (2020)
Accelerating Bayesian Inference of Expensive Likelihoods with Gaussian Processes
This master thesis explores methods for speeding up Bayesian inference when dealing with computationally expensive likelihood functions by using Gaussian processes as surrogate models. It introduces novel acquisition functions and algorithms for taking advantage of speed hierarchies in likelihood evaluations.
Lecture Notes
Theory of Relativity and Cosmology
Summary of Prof. Julien Lesgourges’ Lecture at RWTH Aachen University (WS 2018/19)
A pretty comprehensive summary covering Special Relativity, General Relativity, and Homogeneous Cosmology.