Rais-Rohani Research Detail Reduced Order & Surrogate Modeling Research – to facilitate simulation-based design optimization involving computationally expensive and often noisy responses using both parametric and non-parametric surrogate-modeling (metamodeling) techniques and to develop a new approach based on an optimized ensemble of surrogate models Highlights of research sponsored by DOE, NASA and ERDC: Surrogate-based optimization