Doksoo Lee

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 6

Top Topics

Pool Based Active Learning

Generative Model

Top Venues

Publications

Wei Wayne Chen, Rachel Sun, Doksoo Lee, Carlos M. Portela, Wei Chen
Generative Inverse Design of Metamaterials with Functional Responses by Interpretable Learning. CoRR (2024)
Doksoo Lee, Lu Zhang, Yue Yu, Wei Chen
Deep Neural Operator Enabled Concurrent Multitask Design for Multifunctional Metamaterials under Heterogeneous Fields. CoRR (2023)
Doksoo Lee, Wei Wayne Chen, Liwei Wang, Yu-Chin Chan, Wei Chen
Data-Driven Design for Metamaterials and Multiscale Systems: A Review. CoRR (2023)
Wei Chen, Doksoo Lee, Oluwaseyi Balogun, Wei Chen
Hierarchical Deep Generative Models for Design Under Free-Form Geometric Uncertainty. CoRR (2022)
Doksoo Lee, Yu-Chin Chan, Wei Chen, Liwei Wang, Anton van Beek, Wei Chen
T-METASET: Task-Aware Generation of Metamaterial Datasets by Diversity-Based Active Learning. CoRR (2022)
Wei Wayne Chen, Doksoo Lee, Wei Chen
Deep Generative Models for Geometric Design Under Uncertainty. CoRR (2021)