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- W4367628389 abstract "An evolutionary multi-objective aerodynamic design optimization method using the computational fluid dynamics (CFD) simulations incorporating deep neural network (DNN) to reduce the required computational time is proposed. In this approach, the DNN infers the flow field from the grid data of a design and the CFD simulation starts from the inferred flow field to obtain the steady-state flow field with a smaller number of time integration steps. To show the effectiveness of the proposed method, a multi-objective aerodynamic airfoil design optimization is demonstrated. The results indicate that the computational time for design optimization is suppressed to 57.9% under 96 cores processor conditions." @default.
- W4367628389 created "2023-05-02" @default.
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- W4367628389 creator A5058746604 @default.
- W4367628389 date "2023-04-28" @default.
- W4367628389 modified "2023-09-25" @default.
- W4367628389 title "Evolutionary Multi-Objective Aerodynamic Design Optimization Using CFD Simulation Incorporating Deep Neural Network" @default.
- W4367628389 doi "https://doi.org/10.48550/arxiv.2304.14973" @default.
- W4367628389 hasPublicationYear "2023" @default.
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