53 citations · 53 across the 1 of their papers we have counts for
2 papers
cs.LG2019★ 53 cited
A Novel Topology Optimization Approach using Conditional Deep Learning
Sharad Rawat, M. -H. Herman Shen
In this study, a novel topology optimization approach based on conditional Wasserstein generative adversarial networks (CWGAN) is developed to replicate the conventional topology o…
stat.ML2018
A novel topology design approach using an integrated deep learning network architecture
Sharad Rawat, M. H. Herman Shen
Topology design optimization offers tremendous opportunity in design and manufacturing freedoms by designing and producing a part from the ground-up without a meaningful initial de…