Junyang Jin

An interpretable mortality prediction model for COVID-19 patients

Yan Li, Jorge Gonçalves, Yang Xiao et al. · Nature Machine Intelligence · 2020 · 1K citations · Full text

Computing, Clinical Sciences, Infectious Diseases +17

A machine learning-based model for survival prediction in patients with severe COVID-19 infection

Yan Li, Hai‐Tao Zhang, Jorge Gonçalves et al. · medRxiv · 2020 · 426 citations · Full text

Computing, Clinical Sciences, Infectious Diseases +17

A hybrid approach for remaining useful life prediction of lithium-ion battery with Adaptive Levy Flight optimized Particle Filter and Long Short-Term Memory network

Yong Zhang, Liaogehao Chen, Yi Li et al. · Journal of Energy Storage · 2021 · 75 citations

Engineering, Systems Engineering, Electrochemical Engineering +16

Forecasting natural gas consumption with multiple seasonal patterns

Jia Ding, Yuxuan Zhao, Junyang Jin · Applied Energy · 2023 · 56 citations

Computing, Data Science, Demand Forecasting +13

Data-Driven Discovery of Stochastic Differential Equations

Yasen Wang, Huazhen Fang, Junyang Jin et al. · Engineering · 2022 · 38 citations · Full text

Engineering, Systems Engineering, Forecasting +15