The Institute for Advanced Studies of the Technical University of Munich awarded a Rudolf Diesel Industry Fellowship to Dr. Sani Nassif, CEO Radyalis LLC, Austin, TX, USA, and formerly IBM Research and AT&T Bell Labs. Dr. Nassif will work on power and thermal management of SOCs via modeling-enhanced machine learning in this project.