Data-Driven Modeling of Geometry-Adaptive Steady Heat Convection Based on Convolutional Neural Networks
Heat convection is one of the main mechanisms of heat transfer, and it involves both heat conduction and heat transportation by fluid flow; as a result, it usually requires numerical simulation for solving heat convection problems. Although the derivation of governing equations is not difficult, the...
Main Authors: | Jiang-Zhou Peng, Xianglei Liu, Zhen-Dong Xia, Nadine Aubry, Zhihua Chen, Wei-Tao Wu |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI AG
2021-12-01
|
Series: | Fluids |
Subjects: | |
Online Access: | https://www.mdpi.com/2311-5521/6/12/436 |
Similar Items
-
Effect of Heat Source Placement on Natural Convection from Cylindrical Surfaces
by: Andrej Kapjor, et al.
Published: (2020-08-01) -
Natural Convection in a Square Cavity in the Presence of Heated Plate
by: P. Kandaswamy, et al.
Published: (2007-04-01) -
NATURAL CONVECTION HEAT TRANSFER IN AN INCLINED CIRCULAR CYLINDER
by: Akeel A. Mohammed, et al.
Published: (2011-08-01) -
Heat Flux Sensors for Infrared Thermography in Convective Heat Transfer
by: Giovanni Maria Carlomagno, et al.
Published: (2014-11-01) -
Investigation of the effect of different materials on convective heat transfer
by: Abdulwehab Ibrahim, et al.
Published: (2020-06-01)