Research

Thrust 1: Advancing Computational Modeling of Large-Scale Complex 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 Probabilstic/Risk Assessment in Engineering

2.1 Advanced Sample-based Methods 

2.2 Multimodal, Multi-Source Data Fusion and Assimilation 

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