Emulation methods and adaptive sampling increase the efficiency of sensitivity analysis for computationally expensive models

Haochen Ye, Robert E. Nicholas, Vivek Srikrishnan +1

Models with high-dimensional parameter spaces are common in many applications. Global sensitivity analyses can provide insights on how uncertain inputs and interactions influence t…