Zhou Jianlong

Machine learning-aided catalyst screening and multi-objective optimization for the indirect CO₂ hydrogenation to methanol and ethylene glycol process

Qingchun Yang, Yingjie Fan, Zhou Jianlong et al. · Green Chemistry · 2023 · 37 citations

Natural Sciences, Chemical Engineering, Chemistry +17

Interpretable Machine Learning for Accelerating Reverse Design and Optimizing CO₂ Methanation Catalysts with High Activity at Low Temperatures

Qingchun Yang, Runjie Bao, Dongwen Rong et al. · Industrial & Engineering Chemistry Research · 2024 · 22 citations

Natural Sciences, Chemical Engineering, Computer Science +17

Optimization and prediction of catalysts for precise synthesis of methyl glycolate from dimethyl oxalate using machine learning coupled with particle swarm optimization algorithm

Qingchun Yang, Zhou Jianlong, Runjie Bao et al. · Chemical Engineering Science · 2024 · 21 citations

Natural Sciences, Chemical Engineering, Chemistry +17

Machine learning-based techno-econo-environmental analysis of CO2-to-olefins process for screening the optimal catalyst and hydrogen color

Qingchun Yang, Zhou Jianlong, Runjie Bao et al. · Energy · 2024 · 14 citations

Natural Sciences, Chemical Engineering, Environmental Engineering +17

Interpretable machine learning-assisted advanced exergy optimization for carbon-neutral olefins production

Qingchun Yang, Lei Zhao, Runjie Bao et al. · Renewable and Sustainable Energy Reviews · 2024 · 10 citations

Engineering, Chemical Engineering, Machine Learning +11