Jinhui Yan develops high‑fidelity, data‑informed multiphysics models for fluids, heat transfer, and structures—enabling digital twins and structural response simulation for additive and thermal manufacturing, aerodynamics, and fluid‑structure interaction across civil and mechanical systems.