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RISAn Integrated Approach to Designing Robust Gas-Bearing Supported Turbocompressors Through Surrogate Modeling and Constrained All-At-Once Multi-Objective Optimization
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: This research introduces an innovative framework to engineering design to tackle the challenges of robustness against manufacturing deviations and holistic optimization simultaneously in a multi-disciplinary, multi-subsystems ...
Untrained and Unmatched: Fast and Accurate Zero-Training Classification for Tabular Engineering Data
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: In engineering design, navigating complex decision-making landscapes demands a thorough exploration of the design, performance, and constraint spaces, often impeded by resource-intensive simulations. Data-driven methods ...