Yongmin Liu

Deep learning for the design of photonic structures

Wei Ma, Zhaocheng Liu, Zhaxylyk A. Kudyshev et al. · Nature Photonics · 2020 · 997 citations

Photonics, Engineering, Physics +4

Optical Negative Refraction in Bulk Metamaterials of Nanowires

Jie Yao, Zhaowei Liu, Yongmin Liu et al. · Science · 2008 · 901 citations

Photonics, Optical Materials, Engineering +15

Deep-Learning-Enabled On-Demand Design of Chiral Metamaterials

Wei Ma, Feng Cheng, Yongmin Liu · ACS Nano · 2018 · 883 citations

Deep-learning Framework, Electromagnetic Metamaterials, Engineering +13

Probabilistic Representation and Inverse Design of Metamaterials Based on a Deep Generative Model with Semi‐Supervised Learning Strategy

Wei Ma, Feng Cheng, Yihao Xu et al. · Advanced Materials · 2019 · 561 citations

Light-driven nanoscale plasmonic motors

Ming Liu, Thomas Zentgraf, Yongmin Liu et al. · Nature Nanotechnology · 2010 · 375 citations

Plasmonics, Engineering, Physics +3