Search
Now showing items 1-2 of 2
Comparative Study of Kriging and Support Vector Regression for Structural Engineering Applications
Publisher: American Society of Civil Engineers
Abstract: Metamodeling techniques have been widely used as substitutes for high-fidelity and time-consuming models in various engineering applications. Examples include polynomial chaos expansions, neural networks, kriging, and ...
Identification of Crashworthy Designs Combining Active Learning and the Solution Space Methodology
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: This study introduces a novel methodology for vehicle development under crashworthiness constraints. We propose coupling the solution space method (SSM) with active learning reliability (ALR) to map global requirements, ...