Host: UGENT (BE) Main supervisor: Tom Dhaene (UGENT, BE) Co-supervisors/mentors: Ivo Couckuyt (UGENT, BE), Dirk Deschrijver (UGENT, BE), Dr.ir Anne Roc’h (TUe, NL) Duration: 36 months Required profile: Electrical Engineering Desirable skills/interests: Machine Learning, Electromagnetic Compatibility, MW/RF Objectives: By leveraging state-of-the-art, data-efficient Machine Learning (DE-ML) approaches and developing novel Bayesian active learning (BAL) techniques, the goal is to reduce the time of standard well-known, lengthy EMC tests, especially for radiated field sampling. Secondments (2-4 months in total): TUe (NL), Thales (NL)