I am an assistant professor at UC San Diego department of Computer Science and Engineering. I am also affiliated with Halıcıoğlu Data Science Institute and Center for Machine-Integrated Computing and Security.
I work on the theory and application of machine learning, especially for large-scale spatiotemporal data. I am generally interested in optimization, deep learning, and spatiotemporal reasoning. I am particularly excited about the interplay between physics and machine learning. My work has been applied to learning dynamical systems in sustainability, health and physical sciences.