Faculty Directory

Macroeconometrics Forecasting

Uncertainty quantification Manifold learning Probabilistic modeling Physics-informed machine learning Generative AI Numerical methods High-performance computing

AI and society Computational social science Natural language processing

Scientific machine learning algorithm development for physical and biological systems Artificial intelligence for science AI accelerated numerical simulations Computational solid mechanics

Micro and Nanosystems Robotics Intelligent Systems Smart Materials Surface Science

Stochastic finite element methods Probabilistic mechanics Stochastic simulation of material properties Micromechanics

Neural activity underlying behavior

Protein structure prediction and design Protein-protein docking Antibody engineering Deep learning Membrane protein modeling Glycoprotein modeling