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Wei "Wayne" Chen
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Year
Airfoil Design Parameterization and Optimization using B\'ezier Generative Adversarial Networks
W Chen, K Chiu, M Fuge
AIAA Journal 58 (11), 4723--4735, 2020
1462020
Aerodynamic design optimization and shape exploration using generative adversarial networks
W Chen, K Chiu, M Fuge
AIAA Scitech 2019 Forum, 2351, 2019
1352019
PaDGAN: Learning to Generate High-Quality Novel Designs
W Chen, F Ahmed
Journal of Mechanical Design 143 (3), 031703, 2020
922020
Hybrid-heat effects on electrical-current aided friction stir welding of steel, and Al and Mg alloys
J Luo, W Chen, G Fu
Journal of Materials Processing Technology 214 (12), 3002-3012, 2014
792014
Synthesizing Designs with Inter-Part Dependencies using Hierarchical Generative Adversarial Networks
W Chen, M Fuge
Journal of Mechanical Design 141 (11), 111403, 2019
712019
Synthesizing designs with inter-part dependencies using hierarchical generative adversarial networks
W Chen, A Jeyaseelan, M Fuge
ASME 2018 International Design Engineering Technical Conferences and …, 2018
712018
IH-GAN: A Conditional Generative Model for Implicit Surface-Based Inverse Design of Cellular Structures
J Wang, W Chen, D Da, M Fuge, R Rai
Computer Methods in Applied Mechanics and Engineering 396, 115060, 2022
692022
PcDGAN: A Continuous Conditional Diverse Generative Adversarial Network For Inverse Design
AH Nobari, W Chen, F Ahmed
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
682021
Data‐Driven Design for Metamaterials and Multiscale Systems: A Review
D Lee, W Chen, L Wang, YC Chan, W Chen
Advanced Materials 36 (8), 2305254, 2024
632024
Design manifolds capture the intrinsic complexity and dimension of design spaces
W Chen, M Fuge, J Chazan
Journal of Mechanical Design 139 (5), 2017
612017
B\'ezierGAN: Automatic Generation of Smooth Curves from Interpretable Low-Dimensional Parameters
W Chen, M Fuge
arXiv preprint arXiv:1808.08871, 2018
602018
MO-PaDGAN: Reparameterizing Engineering Designs for Augmented Multi-objective Optimization
W Chen, F Ahmed
Applied Soft Computing 113, 107909, 2021
522021
RANGE-GAN: Design Synthesis Under Constraints Using Conditional Generative Adversarial Networks
A Heyrani Nobari, W Chen, F Ahmed
Journal of Mechanical Design, 1-16, 2021
46*2021
Inverse design of two-dimensional airfoils using conditional generative models and surrogate log-likelihoods
Q Chen, J Wang, P Pope, WW Chen, M Fuge
Journal of Mechanical Design 144 (2), 2022
352022
Beyond the known: Detecting novel feasible domains over an unbounded design space
W Chen, M Fuge
Journal of Mechanical Design 139 (11), 111405, 2017
352017
Deep Generative Model for Efficient 3D Airfoil Parameterization and Generation
W Chen, A Ramamurthy
AIAA Scitech 2021 Forum, 2021
312021
ET-AL: Entropy-targeted active learning for bias mitigation in materials data
H Zhang, WW Chen, JM Rondinelli, W Chen
Applied Physics Reviews 10 (2), 2023
252023
t-metaset: Task-aware acquisition of metamaterial datasets through diversity-based active learning
D Lee, YC Chan, W Chen, L Wang, A van Beek, W Chen
Journal of Mechanical Design 145 (3), 031704, 2023
25*2023
Active expansion sampling for learning feasible domains in an unbounded input space
W Chen, M Fuge
Structural and Multidisciplinary Optimization 57 (3), 925-945, 2018
212018
Uncertainty-Aware Mixed-Variable Machine Learning for Materials Design
H Zhang, WW Chen, A Iyer, DW Apley, W Chen
Scientific Reports, 2022
162022
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