Machine learning assisted rediscovery of methane storage and separation in porous carbon from material literature

Chi Zhang,Dawei Li,Yunchao Xie,David Stalla,Peng Hua,Duy Tung Nguyen,Ming Xin,Jian Lin

Fuel（2021）

引用 10|浏览6

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摘要

•Machine learning models were trained to predict CH4 adsorption of porous carbon.•The model can be applied to build CH4 uptake performance map.•A CO2/CH4 selectivity map was further constructed by two trained models.•Mesopores may play a positive role in CO2/CH4 separation.

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关键词

Methane storage,Gas separation,Porous carbon,Machine learning,Literature mining

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