Host: University of Cyprus (UCY), Cyprus
PhD Topic
The exploration of quantum-assisted ML algorithms will encompass various techniques such as gate models, annealing, and variational quantum circuits for the classification and regression tasks. It is planned to allocate resources in wireless networks based on their optimization through these algorithms. The project will include the steps of developing and training quantum ML models which will later be used to tackle intricate optimization problems in the field of wireless communications.
Secondments: SETU, Ireland (algorithm design); Sorbonne Université (SU), France (Ising machines and annealing).