From prediction to design: Recent advances in machine learning for the study of 2D materials

Materials discovery and design using machine learning

Yue Liu, Tianlu Zhao, Wangwei Ju et al. · Journal of Materiomics · 2017 · 1.2K citations · Full text

Natural Sciences, Materials Engineering, Materials Science +16

Graphene‐<i>β</i>‐Ga₂O₃ Heterojunction for Highly Sensitive Deep UV Photodetector Application

Weiyu Kong, Guo‐An Wu, Kui‐Yuan Wang et al. · Advanced Materials · 2016 · 714 citations

Engineering, Materials Engineering, Materials Science +17

Big-Data Science in Porous Materials: Materials Genomics and Machine Learning

Chemical Reviews · 2020 · 532 citations · Full text

Natural Sciences, Chemistry, Materials Science +17

Opportunities and Challenges for Machine Learning in Materials Science

Annual Review of Materials Research · 2020 · 461 citations · Full text

Natural Sciences, Materials Engineering, Materials Science +13

Machine-Learning-Assisted Accurate Band Gap Predictions of Functionalized MXene

Arunkumar Chitteth Rajan, Avanish Mishra, Swanti Satsangi et al. · Chemistry of Materials · 2018 · 389 citations

Natural Sciences, Chemistry, Materials Science +17