Our research
Our group is dedicated to the identification of flow physics characteristics and their application in advancing the quantitative analysis and prediction of complex physical phenomena. We specifically focus on studying the human circulatory system as well as real-world engineering problems. By deepening our understanding of hemodynamics, we strive to develop innovative approaches that enhance the treatment of cardiovascular diseases. Our research encompasses various areas, including pediatric cardiovascular disease (both congenital and acquired heart conditions), adult cardiovascular disease, and the development of cardiovascular medical devices.
Furthermore, we explore the industrial applications of multiphase fluid mechanics, spanning laminar and turbulent flows. Leveraging numerical methods and high-performance computing, we aim to non-invasively estimate and predict key quantities of interest in systems involving complex flows. Our ultimate objective is to establish a highly intelligent and robust system design process that combines human intuition, physics, and data-driven decision-making. This integrated approach holds the potential to drive innovation in engineering industry.
To achieve our goals, we plan to integrate state-of-the-art tools and techniques, including high-fidelity multiphysics solvers, computational design optimization, uncertainty quantification, and artificial intelligence. By leveraging these advanced methodologies, we aspire to revolutionize the field, ultimately leading to significant advancements in cardiovascular research, treatment, and engineering practices.