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RISARCO-BO: Adaptive Resource-Aware COllaborative Bayesian Optimization for Heterogeneous Multi-Agent Design Optimization
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Abstract. Many real-world optimization problems in scientific discovery and engineering design optimization involve multiple design evaluation sources, such as simulators, experiments, or manufacturing sites, operate ...
Data-Driven Global Sensitivity Analysis of Variable Groups for Understanding Complex Physical Interactions in Engineering Design
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: In engineering design, global sensitivity analysis (GSA) is used for analyzing the effects of inputs on the system response and is commonly studied with analytical or surrogate models. However, such models fail to capture ...