Tom Hubtregsen submitted his PhD thesis on "Integration, Evaluation, and Optimization of Quantum Systems in Machine Learning". Referees are Prof. Dr. Ing. Gerhard Wunder (FUB) and Prof. Dr. Jens Eisert (Dahlem Center for Complex Quantum Systems).