Quantum state characterization with deep neural networks
Licentiate thesis, 2021
optical quantum states.
quantum state tomography
deep neural networks
quantum state discrimination
Chalmers, Microtechnology and Nanoscience (MC2), Applied Quantum Physics
Ahmed, S., Munoz, C. S., Nori, F., Kockum, A. F. "Quantum state tomography with conditional generative adversarial networks".
Ahmed, S., Munoz, C. S., Nori, F., Kockum, A. F. "Classification and reconstruction of quantum states with deep neural networks".
Areas of Advance
Nanoscience and Nanotechnology (SO 2010-2017, EI 2018-)
Computer and Information Science
Chalmers University of Technology
Opponent: Prof. Roger Melko, University of Waterloo and Perimeter Institute for Theoretical Physics in Canada.