The primary focus of a research group is to tackle fundamental problems in applied mathematics and foster cross-disciplinary collaborations. The group aims to explore the mathematical foundations of various topics related to machine learning and optimization, such as neural ODEs, state space models, probabilistic graphical models, and graph neural networks.
Our group organizes biannual workshops on Applied Mathematics and Knowledge Transfer with the Real Sociedad Española de Matemáticas. aim to bring together academics and industry professionals to collaborate on exciting R&D projects through Applied Mathematics workshops on several topics. Our goal is to enable the exchange of ideas and explore potential partnerships.