2 papers
physics.flu-dyn2023
Evolutionary Multi-Objective Aerodynamic Design Optimization Using CFD Simulation Incorporating Deep Neural Network
Yukito Tsunoda, Akira Oyama
An evolutionary multi-objective aerodynamic design optimization method using the computational fluid dynamics (CFD) simulations incorporating deep neural network (DNN) to reduce th…
physics.flu-dyn2021
Accuracy Improvement Technique of DNN for Accelerating CFD Simulator
Yukito Tsunoda, Toshihiko Mori, Hisanao Akima +3
There is a Computational fluid dynamics (CFD) method of incorporating the DNN inference to reduce the computational cost. The reduction is realized by replacing some calculations b…