Simiao Ren

Deep Learning the Electromagnetic Properties of Metamaterials—A Comprehensive Review

Omar Khatib, Simiao Ren, Jordan M. Malof et al. · Advanced Functional Materials · 2021 · 179 citations · Full text

Materials Science, Convolutional Neural Network, Engineering +14

Neural-adjoint method for the inverse design of all-dielectric metasurfaces

Yang Deng, Simiao Ren, Kebin Fan et al. · Optics Express · 2021 · 88 citations · Full text

Plasmonics, Engineering, Physics +14

Segment anything, from space?

Simiao Ren, Francesco Luzi, Saad Lahrichi et al. · 2024 · 58 citations

Learning the Physics of All‐Dielectric Metamaterials with Deep Lorentz Neural Networks

Omar Khatib, Simiao Ren, Jordan M. Malof et al. · Advanced Optical Materials · 2022 · 46 citations

All‐dielectric Metamaterials, Engineering, Physics +10

Inverse deep learning methods and benchmarks for artificial electromagnetic material design

Simiao Ren, Ashwin M. Mahendra, Omar Khatib et al. · Nanoscale · 2022 · 40 citations · Full text