An indirect design representation for topology optimization using variational autoencoder and style transfer
作者： Tinghao Guo , Danny J. Lohan , Ruijin Cang , Max Yi Ren , James T. Allison
DOI: 10.2514/6.2018-0804
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摘要: … The aim of the study presented in this paper is to overcome … For a recent review of heat transfer topology optimization, … design of a heat conduction system in a fixed volume domain.The …
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Ashish Khetan, Danny J. Lohan, James T. Allison, Managing variable-dimension structural optimization problems using generative algorithms Structural and Multidisciplinary Optimization. ,vol. 52, pp. 695- 715 ,(2015) , 10.1007/S00158-015-1262-8
Chungang Zhuang, Zhenhua Xiong, Temperature-Constrained Topology Optimization of Transient Heat Conduction Problems Numerical Heat Transfer Part B-fundamentals. ,vol. 68, pp. 366- 385 ,(2015) , 10.1080/10407790.2015.1033306
Kalyanmoy Deb, Deb Kalyanmoy, Multi-Objective Optimization Using Evolutionary Algorithms ,(2001)
Karen Simonyan, Andrew Zisserman, Very Deep Convolutional Networks for Large-Scale Image Recognition computer vision and pattern recognition. ,(2014)
Alexei A. Efros, William T. Freeman, Image quilting for texture synthesis and transfer international conference on computer graphics and interactive techniques. pp. 341- 346 ,(2001) , 10.1145/383259.383296
Kaisa Miettinen, Nonlinear Multiobjective Optimization ,(1998)
T.E. Bruns, Topology optimization of convection-dominated, steady-state heat transfer problems International Journal of Heat and Mass Transfer. ,vol. 50, pp. 2859- 2873 ,(2007) , 10.1016/J.IJHEATMASSTRANSFER.2007.01.039
Krister Svanberg, Henrik Svärd, Density filters for topology optimization based on the Pythagorean means Structural and Multidisciplinary Optimization. ,vol. 48, pp. 859- 875 ,(2013) , 10.1007/S00158-013-0938-1
A. Gersborg-Hansen, M. P. Bendsøe, O. Sigmund, Topology optimization of heat conduction problems using the finite volume method Structural and Multidisciplinary Optimization. ,vol. 31, pp. 251- 259 ,(2006) , 10.1007/S00158-005-0584-3
Kai Liu, Andrés Tovar, An efficient 3D topology optimization code written in Matlab Structural and Multidisciplinary Optimization. ,vol. 50, pp. 1175- 1196 ,(2014) , 10.1007/S00158-014-1107-X