Head of the Statistical Physics of Computation Laboratory, focusing on viewing computational problems and algorithms as systems of many interacting elements, using tools from statistical physics and mathematics to describe and understand their behavior, performance, and limitations.
Background
Research interests include computational problems and associated algorithms in a broad range of areas, such as physics itself, machine learning (with deep neural networks), statistical inference, optimization, combinatorics, epidemic spreading, signal processing, etc.