83 citations · 173 across the 22 of their papers we have counts for
5 papers · 1 filter
A novel generative reverse net assisted evolution algorithm for expensive-computational optimizations
Yu Li, Hu Wang, Ziming Wen +1
Simulation-based optimization is a useful method for practical design problems. However, it is difficult for complicated problems due to expensive-computational costs. A popular wa…
Topology optimization of heat sinks for instantaneous chip cooling using a transient pseudo-3D thermofluid model
Tao Zeng, Hu Wang, Mengzhu Yang +1
With the increasing power density of electronics components, the heat dissipation capacity of heat sinks gradually becomes a bottleneck. Many structural optimization methods, inclu…
Machine Learning based parameter tuning strategy for MMC based topology optimization
Xinchao Jiang, Hu Wang, Yu Li +1
Moving Morphable Component (MMC) based topology optimization approach is an explicit algorithm since the boundary of the entity explicitly described by its functions. Compared with…
Variational Auto-Encoder Based Approximate Bayesian Computation Uncertian Inverse Method for Sheet Metal Forming Problem
Jiaquan Wang, Yang Zeng, Xinchao Jiang +3
In this study, an image-assisted Approximate Bayesian Computation (ABC) parameter inverse method is proposed to identify the design parameters. In the proposed method, the images a…
Image-based reconstruction for the impact problems by using DPNNs
Yu Li, Hu Wang, Wenquan Shuai +2
With the improvement of the pattern recognition and feature extraction of Deep Neural Networks (DPNNs), image-based design and optimization have been widely used in multidisciplina…