Enhancing battery electrochemical-thermal model accuracy through a hybrid parameter estimation framework

LSTM: A Search Space Odyssey

Klaus Greff, Rupesh K. Srivastava, Jan Koutník et al. · IEEE Transactions on Neural Networks and Learning Systems · 2016 · 6.8K citations · Full text

Computing, Computer Science, Artificial Intelligence +11

Nanoscale mapping of ion diffusion in a lithium-ion battery cathode

Nina Balke, Stephen Jesse, Anna N. Morozovska et al. · Nature Nanotechnology · 2010 · 586 citations

Natural Sciences, Materials Engineering, Materials Science +16

Review of simplified Pseudo-two-Dimensional models of lithium-ion batteries

Ali Jokar, Barzin Rajabloo, Martin Désilets et al. · Journal of Power Sources · 2016 · 562 citations

Engineering, Chemical Engineering, Materials Science +13

Efficient Macro-Micro Scale Coupled Modeling of Batteries

Venkat R. Subramanian, V. Diwakar, Deepak Tapriyal · Journal of The Electrochemical Society · 2005 · 375 citations

Engineering, Chemical Engineering, Computational Engineering +17

SOC estimation for lithium-ion battery using the LSTM-RNN with extended input and constrained output

Junxiong Chen, Yu Zhang, Ji Wu et al. · Energy · 2022 · 323 citations

Engineering, Computer Engineering, Energy Systems +15