| Airfoil Design Parameterization and Optimization using B\'ezier Generative Adversarial Networks W Chen, K Chiu, M Fuge AIAA Journal 58 (11), 4723--4735, 2020 | 103 | 2020 |
| Aerodynamic design optimization and shape exploration using generative adversarial networks W Chen, K Chiu, M Fuge AIAA Scitech 2019 Forum, 2351, 2019 | 99 | 2019 |
| PaDGAN: Learning to Generate High-Quality Novel Designs W Chen, F Ahmed Journal of Mechanical Design 143 (3), 031703, 2020 | 72 | 2020 |
| 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 | 70 | 2014 |
| Design manifolds capture the intrinsic complexity and dimension of design spaces W Chen, M Fuge, J Chazan Journal of Mechanical Design 139 (5), 2017 | 55 | 2017 |
| Synthesizing Designs with Inter-Part Dependencies using Hierarchical Generative Adversarial Networks W Chen, M Fuge Journal of Mechanical Design 141 (11), 111403, 2019 | 54 | 2019 |
| 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 | 54 | 2018 |
| 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 | 45 | 2021 |
| B\'ezierGAN: Automatic Generation of Smooth Curves from Interpretable Low-Dimensional Parameters W Chen, M Fuge arXiv preprint arXiv:1808.08871, 2018 | 44 | 2018 |
| 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 | 39 | 2022 |
| MO-PaDGAN: Reparameterizing Engineering Designs for Augmented Multi-objective Optimization W Chen, F Ahmed Applied Soft Computing 113, 107909, 2021 | 39 | 2021 |
| 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 | 34* | 2021 |
| Beyond the known: Detecting novel feasible domains over an unbounded design space W Chen, M Fuge Journal of Mechanical Design 139 (11), 111405, 2017 | 33 | 2017 |
| 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 | 27 | 2022 |
| Deep Generative Model for Efficient 3D Airfoil Parameterization and Generation W Chen, A Ramamurthy AIAA Scitech 2021 Forum, 2021 | 23 | 2021 |
| 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 | 18 | 2018 |
| 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 | 14 | 2023 |
| Experimental researches on resistance heat aided friction stir welding of Mg alloy J Luo, F Li, W Chen QUARTERLY JOURNAL OF THE JAPAN WELDING SOCIETY 31 (4), 65s-68s, 2013 | 14 | 2013 |
| 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 | 12 | 2023 |
| PaDGAN: A Generative Adversarial Network for Performance Augmented Diverse Designs W Chen, F Ahmed Proceedings of ASME International Design Engineering Technical Conferences, 2020 | 12 | 2020 |
Mark FugeUniversity of Maryland, College ParkVerified email at umd.edu
