From Biomolecular Prediction to Design: The Impact of Machine Learning in Biological Physics - Class 3

In this lecture from the ICTP-SAIFR School and Workshop on the Physics of Life (March 24-30, 2025), Professor Faruck Morcos from the University of Texas at Dallas explores the transformative role of machine learning in biological physics. Delve into the third class of his series focusing on the progression from biomolecular prediction to design, examining how computational approaches are revolutionizing our understanding of biological systems. Learn about cutting-edge techniques that bridge theoretical physics with practical applications in molecular biology and biotechnology. The presentation is part of a comprehensive workshop organized by the International Centre for Theoretical Physics - South American Institute for Fundamental Research (ICTP-SAIFR).