A new fluid flow approximation method using a vision transformer and a U-shaped convolutional neural network

Numerical simulation of fluids is important in modeling a variety of physical phenomena, such as weather, climate, aerodynamics, and plasma physics. The Navier–Stokes equations are commonly used to describe fluids, but solving them at a large scale can be computationally expensive, particularly when...

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Bibliographic Details
Main Authors: Hyoeun Kang, Yongsu Kim, Thi-Thu-Huong Le, Changwoo Choi, Yoonyoung Hong, Seungdo Hong, Sim Won Chin, Howon Kim
Format: Article
Language:English
Published: AIP Publishing LLC 2023-02-01
Series:AIP Advances
Online Access:http://dx.doi.org/10.1063/5.0138515