| Neural-adjoint method for the inverse design of all-dielectric metasurfaces Y Deng, S Ren, K Fan, JM Malof, WJ Padilla Optics Express 29 (5), 7526-7534, 2021 | 67 | 2021 |
| Inverse deep learning methods and benchmarks for artificial electromagnetic material design S Ren, A Mahendra, O Khatib, Y Deng, WJ Padilla, JM Malof Nanoscale 14 (10), 3958-3969, 2022 | 32 | 2022 |
| Benchmarking data-driven surrogate simulators for artificial electromagnetic materials Y Deng, J Dong, S Ren, O Khatib, M Soltani, V Tarokh, W Padilla, J Malof Thirty-fifth Conference on Neural Information Processing Systems Datasets …, 2021 | 11 | 2021 |
| Deep inverse photonic design: a tutorial Y Deng, S Ren, J Malof, WJ Padilla Photonics and Nanostructures-Fundamentals and Applications 52, 101070, 2022 | 9 | 2022 |
| Deep Active Learning for Scientific Computing in the Wild S Ren, Y Deng, WJ Padilla, L Collins, J Malof arXiv preprint arXiv:2302.00098, 2023 | 1 | 2023 |
| Machine Learning for Exotic Metasurfaces Y Deng, S Ren, K Fan, JM Malof, WJ Padilla 2020 45th International Conference on Infrared, Millimeter, and Terahertz …, 2020 | 1 | 2020 |
| Can Large Language Models Learn the Physics of Metamaterials? An Empirical Study with ChatGPT D Lu, Y Deng, JM Malof, WJ Padilla arXiv preprint arXiv:2404.15458, 2024 | | 2024 |
| Fundamental absorption bandwidth to thickness limit for transparent homogeneous layers WJ Padilla, Y Deng, O Khatib, V Tarokh Nanophotonics 13 (9), 1623-1629, 2024 | | 2024 |
| Towards Robust Deep Active Learning for Scientific Computing S Ren, Y Deng, WJ Padilla, J Malof arXiv preprint arXiv:2201.12632, 2022 | | 2022 |
| Hyperparameter-free deep active learning for regression problems via query synthesis. S Ren, Y Deng, WJ Padilla, JM Malof CoRR, 2022 | | 2022 |
| Blaschke Product Neural Networks (BPNN): A Physics-Infused Neural Network for Phase Retrieval of Meromorphic Functions J Dong, S Ren, Y Deng, O Khatib, J Malof, M Soltani, W Padilla, V Tarokh arXiv preprint arXiv:2111.13311, 2021 | | 2021 |
| Deep learning and inverse design of artificial electromagnetic materials WJ Padilla, Y Deng, S Ren, J Malof Metamaterials, Metadevices, and Metasystems 2021 11795, 1179504, 2021 | | 2021 |
| Resonance-Domain Diffractive Infrared Spectrometer Y Deng Duke University, 2020 | | 2020 |
| Dual-Angle Imaging System (DAISy) for Determining the Thickness of a Dielectric Thin Film Y Deng, D Magana, Z Tan, JDT Kruschwitz Optical Interference Coatings, ThC. 4, 2019 | | 2019 |
Willie PadillaProfessor of Electrical and Computer Engineering, Duke UniversityVerified email at duke.edu
