Welcome to our website! We are a computational research group within the Newark College of Engineering at New Jersey Institute of Technology. Our mission is to enable computer-aided engineering design and analysis of real-world physical systems through the development of efficient computational models. We work on advancing the state of the art in reduced-order modeling for high-dimensional dynamical systems by combining equation-based and data-driven approaches to construct models that capture the essential physics while significantly reducing computational cost. This effort involves exploiting the structure of the governing equations when available, and developing novel learning-based methods when data serve as the primary source of information. Applications of interest include fluid flows in high- and low-speed aerodynamics, as well as systems in thermochemical non-equilibrium kinetics.