I have 10 years of experience in modeling & simulation for chemical reactors and processes. Main research topics are: - Computational fluid dynamics (CFD): multi-phase, multi-physics, and multi-scale problems - Process optimization: dual-fluidized bed, circulating fluidized-bed, bubbling fluidized-bed, fixed-bed, multi-stage fixed-bed - Energy: Biomass gasification, CO2 methanation, oil vacuum residue cracking, off-shore FPSO. - Chemical reactor design: dual-circulating fluidized-bed, bubbling fluidized-bed, cooled-wall fixed-bed reactor, internally heat exchanger fluidized-bed, unidirectional fiber extrusion die, fiber coagulation tank, slurry bubble column, sleeve-type steam methane reformer, bayonet steam methane reformer, - Data-driven models: Physics-informed neural network