38 citations · 55 across the 7 of their papers we have counts for
7 papers
An adaptive artificial neural network-based generative design method for layout designs
Chao Qian, Renkai Tan, Wenjing Ye
Layout designs are encountered in a variety of fields. For problems with many design degrees of freedom, efficiency of design methods becomes a major concern. In recent years, mach…
Accelerating gradient-based topology optimization design with dual-model neural networks
Chao Qian, Wenjing Ye
Topology optimization (TO) is a common technique used in free-form designs. However, conventional TO-based design approaches suffer from high computational cost due to the need for…
Boundary Integral Analysis for the Non-homogeneous 3D Stokes Equation
L. J. Gray, Jas Jakowski, M. N. J. Moore +1
A regular-grid volume-integration algorithm is developed for the non-homogeneous 3D Stokes equation. Based upon the observation that the Stokeslet is the Laplacian o…
Deep learning based inverse method for layout design
Yujie Zhang, Wenjing Ye
Layout design with complex constraints is a challenging problem to solve due to the non-uniqueness of the solution and the difficulties in incorporating the constraints into the co…
An efficient adaptive frequency sampling scheme for large-scale transient boundary element analysis
Jinyou Xiao, Junjie Rong, Wenjing Ye +1
The frequency-domain approach (FDA) to transient analysis of the boundary element method, although is appealing for engineering applications, is computationally expensive. This pap…
Efficiency improvement of the frequency-domain BEM for rapid transient elastodynamic analysis
Jinyou Xiao, Wenjing Ye, Lihua Wen
The frequency-domain fast boundary element method (BEM) combined with the exponential window technique leads to an efficient yet simple method for elastodynamic analysis. In this p…