Discusses entropy, isentropic transformations, and the Clausius-Kelvin prohibitions, as well as the Carnot cycle and the efficiency of machines with two heat sources.
Discusses metastability, phase transitions, approximate message passing algorithm limitations, and the efficiency of Langevin dynamics in high-dimensional inference.
Explores the connection between phase transitions in physics and computational problems, showcasing how insights from physics can inform algorithm design.
