Wei Ma

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

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

Vertically Oriented Graphene Bridging Active‐Layer/Current‐Collector Interface for Ultrahigh Rate Supercapacitors

Zheng Bo, Weiguang Zhu, Wei Ma et al. · Advanced Materials · 2013 · 299 citations

Pushing the Limits of Functionality‐Multiplexing Capability in Metasurface Design Based on Statistical Machine Learning

Wei Ma, Yihao Xu, Bo Xiong et al. · Advanced Materials · 2022 · 206 citations