Focuses on nanoparticle dynamics and transport at liquid-solid interfaces. Uses in situ liquid-phase electron microscopy with physics-informed machine learning to extract trajectories and map interfacial forces, enabling data-driven design of nanomaterials and responsive therapeutic nanocarriers.