His research interests involve the fields of applied algebraic geometry and tensor networks in statistics, computer science, and quantum information. He has published on tensor networks and monoidal categories in machine learning, mathematical finance, quantum condensed matter physics, and computational complexity. He manages a team of researchers at Penn State, which includes research associates, graduate students, and undergraduates.