Research spans geothermal and subsurface energy systems, integrating data science with geomechanics and reservoir simulation. Focus on hydraulic fracturing and non‑Darcy flow modeling, techno‑economic assessments for EGS/storage, and agri‑environmental nanomaterial strategies.