A reduced order finite element-informed surrogate model for approximating global high-fidelity simulation
Jianhao Fang, Weifei Hu, Zhenyu Liu, Yuhao Zhou, Chao Wei, Jianrong Tan
Topics & Concepts
Surrogate modelComputer scienceArtificial neural networkMathematical optimizationFinite element methodAdaptive samplingConvergence (economics)Function approximationAlgorithmMathematicsArtificial intelligenceEngineeringMonte Carlo methodEconomicsStatisticsEconomic growthStructural engineeringModel Reduction and Neural NetworksProbabilistic and Robust Engineering DesignHydraulic and Pneumatic Systems