Prof. Gianni De Fabritiis, PhD, ICREA Research Professor. head of the Computational Science Laboratory- Recognized as one of the pioneers of molecular modelling on GPU. Successful participation in national and European research projects. Founder of the spin-off Acellera, several software products designed and successfully commercialised. Key fields of expertise: (1) The use of physics-based simulations and machine learning to provide novel, innovative approaches in biomedicine and (2) the development of machine learning models with the aim to attain in specific environments intelligent, useful behavior using reinforcement learning and deep learning. Author of 111 peer-reviewed articles.