| 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 | 15* | 2023 |
| Deep generative modeling and inverse design of manufacturable free-form dielectric metasurfaces I Tanriover, D Lee, W Chen, K Aydin ACS Photonics 10 (4), 875-883, 2022 | 14 | 2022 |
| 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 | 12 | 2024 |
| Gan-duf: Hierarchical deep generative models for design under free-form geometric uncertainty W Chen, D Lee, O Balogun, W Chen Journal of Mechanical Design 145 (1), 011703, 2023 | 12* | 2023 |
| Dynamic control of plasmonic localization by inverse optimization of spatial phase modulation D Lee, S Jiang, O Balogun, W Chen ACS Photonics 9 (2), 351-359, 2021 | 10 | 2021 |
| Stress constrained topology optimization simultaneously considering the uncertainty of load positions MK Oh, DS Lee, J Yoo International Journal for Numerical Methods in Engineering 123 (2), 339-365, 2022 | 8 | 2022 |
| Design of broadband dielectric collimators with the phase-field design method for applications in the X-band range D Lee, HK Seong, J Park, J Yoo IEEE Antennas and Wireless Propagation Letters 18 (6), 1258-1262, 2019 | 5 | 2019 |
| Data-driven Global Sensitivity Analysis of Variable Groups for Understanding Complex Physical Interactions in Engineering Design D Lee, W Chen Journal of Mechanical Design 146, 091703-1, 2024 | 2* | 2024 |
| Deep Neural Operator Enabled Concurrent Multitask Design for Multifunctional Metamaterials under Heterogeneous Fields D Lee, L Zhang, Y Yu, W Chen arXiv preprint arXiv:2312.02403, 2023 | 1 | 2023 |
| Generative Inverse Design of Metamaterials with Functional Responses by Interpretable Learning W Chen, R Sun, D Lee, CM Portela arXiv preprint arXiv:2401.00003, 2023 | | 2023 |
| Data-Driven Inverse Design of Metamaterials: Exploring Complex Physical Fields Beyond Homogenization Assumptions D Lee Northwestern University, 2023 | | 2023 |
| 확률밀도함수를 이용한 2 차원 유전체 콜리메이터의 광대역 구조최적설계 이덕수， 고주현， 성홍경， 유정훈 대한기계학회 춘추학술대회, 1643-1645, 2017 | | 2017 |
Oluwaseyi BalogunNortwestern UniversityVerified email at northwestern.edu
