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

A tutorial on particle filters for online nonlinear/non-Gaussian Bayesian tracking

M.S. Arulampalam, Simon Maskell, Neil Gordon et al. · IEEE Transactions on Signal Processing · 2002 · 11.5K citations

Computing, Physics, Bayesian Data Analysis +14

Li-ion battery materials: present and future

Naoki Nitta, Feixiang Wu, Jung Tae Lee et al. · Materials Today · 2014 · 7.2K citations · Full text

Natural Sciences, Materials Engineering, Materials Science +17

Long Short-Term Memory Recurrent Neural Network for Remaining Useful Life Prediction of Lithium-Ion Batteries

Yongzhi Zhang, Rui Xiong, Hongwen He et al. · IEEE Transactions on Vehicular Technology · 2018 · 1.3K citations

Computing, Computer Science, Forecasting +16

Identifying degradation patterns of lithium ion batteries from impedance spectroscopy using machine learning

Yunwei Zhang, Qiaochu Tang, Yao Zhang et al. · Nature Communications · 2020 · 821 citations · Full text

Computing, Computer Science, Materials Science +17

Fast, accurate algorithm for numerical simulation of Lévy stable stochastic processes

Rosario N. Mantegna · Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics · 1994 · 820 citations

Engineering, Computer Science, Stochastic Modeling +10