Aswin's work is primarily in the area of Computational Fluid Dynamics, where he specializes in developing high-fidelity models for multiphase flows. His research involves developing physics-based numerical models, implementing them in a parallel computational environment, benchmarking the models against experiments, and applying them to offer mechanistic insights into complex multiphase flow problems.