Universes as BigData: Physics, Geometry and Machine-Learning

Início: 26/05/2023 17:00

Término: 26/05/2023 18:00

Palestrante: Yang-Hui He (London Institute, Royal Institution & Merton College, Oxford University)

E-mail do Palestrante: hey@maths.ox.ac.uk

Resumo: The search for the Theory of Everything has led to superstring theory, which then led physics, first to algebraic/differential geometry/topology, and then to computational geometry, and now to data science. With a concrete playground of the geometric landscape, accumulated by the collaboration of physicists, mathematicians and computer scientists over the last 4 decades, we show how the latest techniques in machine-learning can help explore problems of interest to theoretical physics and to pure mathematics. At the core of our programme is the question: how can AI help us with mathematics?