On April 27, 2026, Arne Deloose successfully defended his Ph.D. thesis "Natural Language Processing for technical and scientific reports: metadata prediction, document set augmentation, and conditional topic ranking" and was awarded the title of Doctor of Bioscience Engineering: Mathematical Modelling. Arne was supervised by Jan Verwaeren and Bernard De Baets.