Research

My research is focused on modern scientific computing including uncertainty quantification, multi-scale modeling, physics-informed machine learning, experiment design, data-driven scientific discovering, and quantum computing. I am interested in applications in various scientific and engineering areas such as fluid dynamics, hydrology, biochemistry, soft material, climate modeling, energy storage, and power grid system. I served on the DOE applied mathematics visioning committee (which consists of eight members from eight different DOE labs) before I joined Lehigh. My research is currently supported by Lehigh University, DOE (through PNNL) and DARPA. Here is my google scholar.