Yankai Cao

Data-driven capacity estimation of commercial lithium-ion batteries from voltage relaxation

Jiangong Zhu, Yixiu Wang, Yuan Huang et al. · Nature Communications · 2022 · 655 citations · Full text

Machine Learning Algorithms for Liquid Crystal-Based Sensors

Yankai Cao, Huaizhe Yu, Nicholas L. Abbott et al. · ACS Sensors · 2018 · 76 citations

Engineering, Machine Learning, Machine Learning Algorithms +16

Predicting and optimizing syngas production from fluidized bed biomass gasifiers: A machine learning approach

Jun Young Kim, Dongjae Kim, Zezhong John Li et al. · Energy · 2022 · 65 citations · Full text

Engineering, Machine Learning, Bioenergy +7

A safe reinforcement learning-based charging strategy for electric vehicles in residential microgrid

Shulei Zhang, Runda Jia, Hengxin Pan et al. · Applied Energy · 2023 · 55 citations

Electrical Engineering, Engineering, Intelligent Energy System +8

Long Short-Term Memory Network with Transfer Learning for Lithium-ion Battery Capacity Fade and Cycle Life Prediction

Yixiu Wang, Jiangong Zhu, Liang Cao et al. · Applied Energy · 2023 · 52 citations

Electric Battery, Cycle Life Prediction, Electrical Engineering +9