Static EIS multi-frequency feature points combined with WOA-BP neural network for Li-ion battery SOH estimation

Multi-Verse Optimizer: a nature-inspired algorithm for global optimization

Seyedali Mirjalili, Seyed Mohammad Mirjalili, Abdolreza Hatamlou · Neural Computing and Applications · 2015 · 2.9K citations

Natural Sciences, Computer Science, Algorithms +11

Dragonfly algorithm: a new meta-heuristic optimization technique for solving single-objective, discrete, and multi-objective problems

Seyedali Mirjalili · Neural Computing and Applications · 2015 · 2.7K citations

Natural Sciences, Computer Science, Algorithms +11

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

Optimizing connection weights in neural networks using the whale optimization algorithm

Ibrahim Aljarah, Hossam Faris, Seyedali Mirjalili · Soft Computing · 2016 · 749 citations

Computing, Computer Science, Machine Learning +6

Predicting the state of charge and health of batteries using data-driven machine learning

Man‐Fai Ng, Jin Zhao, Qingyu Yan et al. · Nature Machine Intelligence · 2020 · 743 citations · Full text

Engineering, Computer Science, Materials Science +12