Research

Thrust 1: Advancing Computational Modeling of Stochastic Dynamic Systems

1.1 Adaptive Surrogate Modeling through Machine Learning

1.2 High-fidelity Modeling of Nonlinear Dynamic Systems under Uncertainty

Thrust 2:  Uncertainty Quantification and Probabilistic/Risk Assessment in Engineering

2.1 Advanced Sample-based Methods 

2.2 AI and Robotic System in Adaptive Automonous Inspection

2.3 Multimodal, Multi-Source Data Assimilation and Digital Twin

Thrust 3:  Resilience-based Design, Optimization, Planning under Diasaters