We are based at the University of Edinburgh (UK) and at the Gran Sasso Science Institute (Italy) The group's interests center around mathematical foundations and computational aspects of deep learning, data-driven methods for differential equations and dynamical systems, numerical linear algebra, spectral theory, optimization and their applications to machine learning, network science, and social science.