Application of a Neural Network to Solve a Two-Dimensional Problem of Flowing around an Obstacle of Arbitrary Shape in a Channel
摘要
Abstract
In this paper, we consider a method of using an artificial neural network to predict the velocity field when a laminar flow flows around a body of arbitrary shape in a channel. The neural network has been trained. It is shown that this technique can give qualitatively satisfactory results and, probably, can be used as a preliminary calculation transmitted to the CFD package for further refinement and reduction of calculation time.