2022

Deng, Y., Ren, S., Malof, J., & Padilla, W. J. (2022). Deep inverse photonic design: A tutorial. Photonics and Nanostructures-Fundamentals and Applications, 101070. Link

Ren, S., Mahendra, A., Khatib, O., Deng, Y., Padilla, W. J., & Malof, J. M. (2022). Inverse deep learning methods and benchmarks for artificial electromagnetic material design. Nanoscale, 14(10), 3958-3969. Link

Dong, J., Ren, S., Deng, Y., Khatib, O., Malof, J., Soltani, M., ... & Tarokh, V. (2022). Blaschke Product Neural Networks (BPNN): A Physics-Infused Neural Network for Phase Retrieval of Meromorphic Functions. ICLR2022. Link