Prediction of Confined Flow Field Around a Circular Cylinder and Its Force Based on Convolution Neural Network

In this paper, a large number of numerical simulations of the external confined flow field around a circular cylinder is conducted by using the open source library OpenLB. The boundary information of the flow field is defined by Euclidean distance function. Then, massive data, including the velocity...

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Bibliographic Details
Main Authors: Yong Zhao, Xuehui Jiang Zhao, Yang Meng
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9666854/