Wei Wayne Chen

11 papers Journal 11

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	GUIDe: Generative and Uncertainty-Informed Inverse Design for On-Demand Nonlinear Functional Responses. CoRR Haoxuan Dylan Mu, Mingjian Tang, Wei Gao, Wei Wayne Chen
2025	J	`jnl`	Generative Inverse Design of Metamaterials with Functional Responses by Interpretable Learning. Adv. Intell. Syst. Wei Wayne Chen, Rachel Sun, Doksoo Lee, Carlos M. Portela, Wei Chen
2025	J	`jnl`	The Future of Digital Twin Research and Development. J. Comput. Inf. Sci. Eng. Douglas L. Van Bossuyt, Douglas Allaire, Jason Bickford, Thomas A. Bozada, Wei Wayne Chen, Roger P. Cutitta, Robert Cuzner, Kristen Fletcher, Ronald Giachetti, Britta Hale, H. Howie Huang, Michael Keidar, Astrid Layton, Allison Ledford, Marina Lesse, Jonathan Lussier, Richard J. Malak, Bryan Mesmer, Gregory Mocko, Giovanna Oriti, Daniel Selva, Cameron Turner, Michael Watson, Ana Wooley, Zhen Zeng
2024	J	`jnl`	Generative Inverse Design of Metamaterials with Functional Responses by Interpretable Learning. CoRR Wei Wayne Chen, Rachel Sun, Doksoo Lee, Carlos M. Portela, Wei Chen
2023	J	`jnl`	Data-Driven Design for Metamaterials and Multiscale Systems: A Review. CoRR Doksoo Lee, Wei Wayne Chen, Liwei Wang, Yu-Chin Chan, Wei Chen
2022	J	`jnl`	ET-AL: Entropy-Targeted Active Learning for Bias Mitigation in Materials Data. CoRR Hengrui Zhang, Wei Wayne Chen, James M. Rondinelli, Wei Chen
2022	J	`jnl`	Hierarchical Deep Generative Models for Design Under Free-Form Geometric Uncertainty. CoRR Wei Wayne Chen, Doksoo Lee, Oluwaseyi Balogun, Wei Chen
2022	J	`jnl`	T-METASET: Task-Aware Generation of Metamaterial Datasets by Diversity-Based Active Learning. CoRR Doksoo Lee, Yu-Chin Chan, Wei Wayne Chen, Liwei Wang, Anton van Beek, Wei Chen
2022	J	`jnl`	Uncertainty-aware Mixed-variable Machine Learning for Materials Design. CoRR Hengrui Zhang, Wei Wayne Chen, Akshay Iyer, Daniel W. Apley, Wei Chen
2021	J	`jnl`	Deep Generative Models for Geometric Design Under Uncertainty. CoRR Wei Wayne Chen, Doksoo Lee, Wei Chen
2021	J	`jnl`	IH-GAN: A Conditional Generative Model for Implicit Surface-Based Inverse Design of Cellular Structures. CoRR Jun Wang, Wei Wayne Chen, Mark D. Fuge, Rahul Rai