Uses molecular simulation and statistical mechanics to probe liquids and amorphous materials, emphasizing thermodynamics, phase behavior, and dynamics at interfaces and under confinement. Develops machine‑learning and quantum models linking hydration, transport, and surface interactions to materials design.