1 citations · 2 across the 2 of their papers we have counts for
2 papers
physics.flu-dyn2021★ 1 cited
UCNN: A Convolutional Strategy on Unstructured Mesh
Mengfei Xu, Shufang Song, Xuxiang Sun +1
In machine learning for fluid mechanics, fully-connected neural network (FNN) only uses the local features for modelling, while the convolutional neural network (CNN) cannot be app…
physics.flu-dyn2020★ 1 cited
Machine learning for adjoint vector in aerodynamic shape optimization
Mengfei Xu, Shufang Song, Xuxiang Sun +2
Adjoint method is widely used in aerodynamic design because only once solution of flow field is required for adjoint method to obtain the gradients of all design variables. However…