Doksoo Lee

11 papers Journal 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
RAG: A Random-Forest-Based Generative Design Framework for Uncertainty-Aware Design of Metamaterials with Complex Functional Response Requirements.
CoRR
Bolin Chen, Doksoo Lee, Wei "Wayne'' Chen, Wei Chen
2025 J jnl
An Attention-based Spatio-Temporal Neural Operator for Evolving Physics.
CoRR
Vispi Karkaria, Doksoo Lee, Yi-Ping Chen, Yue Yu, Wei Chen
2025 J jnl
An attention-based spatio-temporal neural operator for evolving physics.
Mach. Learn. Sci. Technol.
Vispi Karkaria, Doksoo Lee, Yi-Ping Chen, Yue Yu, Wei Chen
2025 J jnl
Data-Driven Multiscale Topology Optimization of Spinodoid Architected Materials with Controllable Anisotropy.
CoRR
Shiguang Deng, Doksoo Lee, Aaditya Chandrasekhar, Stefan Knapik, Liwei Wang, Horacio D. Espinosa, Wei 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
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
2023 J jnl
Deep Neural Operator Enabled Concurrent Multitask Design for Multifunctional Metamaterials under Heterogeneous Fields.
CoRR
Doksoo Lee, Lu Zhang, Yue Yu, 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
2021 J jnl
Deep Generative Models for Geometric Design Under Uncertainty.
CoRR
Wei Wayne Chen, Doksoo Lee, Wei Chen