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RISComparison of Proper Orthogonal Decomposition and Auto-Encoder as Reduced-Order Models for Reconstruction and Prediction of Turbine Blade Temperature Field With Sparse Data
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Accurately reconstructing and predicting the global temperature field of turbine blades is of significant importance in the field of aero-engines. The complexities in geometries and operation conditions of the blades further ...
A Multiscale Method for Coupled Steady-State Heat Conduction and Radiative Transfer Equations in Composite Materials
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Predictions of coupled conduction-radiation heat transfer processes in periodic composite materials are important for applications of the materials in high-temperature environments. The homogenization method is widely used ...