Computational modeling of the cardiac myocyte to understand the molecular basis of arrhythmias; machine learning in critical care medicine to identify those patients who require urgent care
Interpretable AI, IoT, computer simulation, data integrity and big data analytics, data-driven stochastic optimization, blockchain design and development for complex end-to-end cyber-physical system learning and risk management with applications, including biopharmaceutical manufacturing and supply chains, smart power grids with renewable energy, and health care
Geotechnical earthquake engineering; soil dynamics; geosynthetics; seismic response of landfills; base isolation; liquefaction; bridge engineering; use of shaking table in earthquake engineering
Control, estimation, planning, learning and analysis of hybrid systems, with
applications to autonomous, robotic and cyber-physical dynamic systems
and their safety, robustness and resilience.
Optoelectronic and mechanical properties of quantum materials, van der Waals heterostructures, engineering light-matter interactions, ultrafast optical and THz spectroscopy, coherent control of material properties