Jiahao Ren

Ultra-fast and accurate binding energy prediction of shuttle effect-suppressive sulfur hosts for lithium-sulfur batteries using machine learning

Haikuo Zhang, Zhilong Wang, Jiahao Ren et al. · Energy storage materials · 2020 · 78 citations

Electric Battery, Engineering, Machine Learning +7

A novel P/Ni-doped g-C3N4 nanosheets for improving mechanical, thermal and flame-retardant properties of acrylonitrile–butadienestyrene resin

Jiahao Ren, Siqi Huo, Guobo Huang et al. · Chemical Engineering Journal · 2022 · 74 citations

Materials Science, Acrylonitrile–butadienestyrene Resin, Flame-retardant Properties +10

Predicting adsorption ability of adsorbents at arbitrary sites for pollutants using deep transfer learning

Zhilong Wang, Haikuo Zhang, Jiahao Ren et al. · npj Computational Materials · 2021 · 46 citations · Full text

Arbitrary Sites, Engineering, Deep Transfer Learning +19

Engineering early prediction of supercapacitors’ cycle life using neural networks

Jiahao Ren, Xirong Lin, Jinyun Liu et al. · Materials Today Energy · 2020 · 43 citations

Electrical Engineering, Supercapacitors, Engineering +8

Machine learning accelerates quantum mechanics predictions of molecular crystals

Yanqiang Han, Imran Ali, Zhilong Wang et al. · Physics Reports · 2021 · 43 citations

Engineering, Physics, Physic Aware Machine Learning +4