Predicting gas production by supercritical water gasification of coal using machine learning

Machine learning prediction of biochar yield and carbon contents in biochar based on biomass characteristics and pyrolysis conditions

Xinzhe Zhu, Yinan Li, Xiaonan Wang · Bioresource Technology · 2019 · 421 citations

Agriculture, Biosystems Engineering, Forestry +16

Fuel properties of hydrochar and pyrochar: Prediction and exploration with machine learning

Jie Li, Lanjia Pan, Manu Suvarna et al. · Applied Energy · 2020 · 301 citations

Engineering, Chemical Engineering, Chemistry +13

Predictive modeling of biomass gasification with machine learning-based regression methods

Furkan Elmaz, Özgün Yücel, Ali Yener Mutlu · Energy · 2019 · 272 citations

Computing, Biosystems Engineering, Data Science +14

Machine learning aided supercritical water gasification for H2-rich syngas production with process optimization and catalyst screening

Jie Li, Lanjia Pan, Manu Suvarna et al. · Chemical Engineering Journal · 2021 · 178 citations

Engineering, Chemical Engineering, Computer Science +17

Machine learning prediction and optimization of bio-oil production from hydrothermal liquefaction of algae

Weijin Zhang, Jie Li, Tonggui Liu et al. · Bioresource Technology · 2021 · 176 citations

Life Sciences, Chemical Engineering, Computer Science +12