Multi-objective design space exploration using explainable surrogate models
Pramudita Satria Palar, Yohanes Bimo Dwianto, Lavi Rizki Zuhal, Joseph Morlier, Koji Shimoyama, Shigeru Obayashi
Topics & Concepts
Sobol sequenceSurrogate modelLinear subspaceComputer scienceAirfoilEngineering design processMathematical optimizationMathematicsMachine learningAerospace engineeringStatisticsEngineeringGeometryMechanical engineeringMonte Carlo methodAdvanced Multi-Objective Optimization AlgorithmsProbabilistic and Robust Engineering DesignOptimal Experimental Design Methods