22 citations · 29 across the 3 of their papers we have counts for
3 papers
cs.LG2021★ 1 cited
Range-GAN: Range-Constrained Generative Adversarial Network for Conditioned Design Synthesis
Amin Heyrani Nobari, Wei Chen, Faez Ahmed
Typical engineering design tasks require the effort to modify designs iteratively until they meet certain constraints, i.e., performance or attribute requirements. Past work has pr…
cs.LG2021★ 22 cited
Deep Generative Model for Efficient 3D Airfoil Parameterization and Generation
Wei Chen, Arun Ramamurthy
In aerodynamic shape optimization, the convergence and computational cost are greatly affected by the representation capacity and compactness of the design space. Previous research…
math.OC2020★ 6 cited
Adaptive Expansion Bayesian Optimization for Unbounded Global Optimization
Wei Chen, Mark Fuge
Bayesian optimization is normally performed within fixed variable bounds. In cases like hyperparameter tuning for machine learning algorithms, setting the variable bounds is not tr…