Wenyuan Yang

Machine-learning-assisted high-throughput computational screening of high performance metal–organic frameworks

Zenan Shi, Wenyuan Yang, Xiaomei Deng et al. · Molecular Systems Design & Engineering · 2020 · 154 citations

Engineering, Machine Learning, Data Science +10

Large-Scale Screening and Machine Learning to Predict the Computation-Ready, Experimental Metal-Organic Frameworks for CO2 Capture from Air

Xiaomei Deng, Wenyuan Yang, Shuhua Li et al. · Applied Sciences · 2020 · 76 citations · Full text

Engineering, Machine Learning, Chemical Analysis +17

Machine learning and in silico discovery of metal-organic frameworks: Methanol as a working fluid in adsorption-driven heat pumps and chillers

Zenan Shi, Hong Liang, Wenyuan Yang et al. · Chemical Engineering Science · 2019 · 52 citations

Materials Science, Engineering, Machine Learning +7

Computational Screening of Metal–Organic Framework Membranes for the Separation of 15 Gas Mixtures

Wenyuan Yang, Hong Liang, Feng Peng et al. · Nanomaterials · 2019 · 41 citations · Full text

An Ultramicroporous Nickel-Based Metal–Organic Framework for Adsorption Separation of CO₂ over N₂ or CH₄

Yongwei Chen, Houxiao Wu, Daofei Lv et al. · Energy & Fuels · 2018 · 36 citations

Materials Science, Inorganic Chemistry, Chemical Engineering +13