Machine Learning and Quantum Computing hold great promise in tackling the ever increasing dimensionalities. A hot new field is Quantum Machine Learning, see for example the recent textbook by Maria Schuld and Francesco Petruccione.

1. Master of Science thesis of Stian Bilek, Quantum Computing: Many-Body Methods and Machine Learning, August 2020, PhD student at UiO
2. Master of Science thesis of Heine Åbø, Quantum Computing and Many-Particle Problems, June 2020, now at OsloMet
3. Master of Science thesis of Kristian Wold, Parameterized Quantum Circuits for Machine Learning, September 2021, now at OsloMet
4. Marianne Etzelmueller Bathen's PhD, December 2020