Machine learning-accelerated discovery and design of electrode materials and electrolytes for lithium ion batteries

G Xu, M Jiang, J Li, X Xuan, J Li, T Lu, L Pan - Energy Storage Materials, 2024 - Elsevier
With the development of artificial intelligence and the intersection of machine learning (ML)
and materials science, the reclamation of ML technology in the realm of lithium ion batteries …

Recent Advancements in Devising Computational Strategies for Dual‐Ion Batteries

S Das, SS Manna, B Pathak - ChemSusChem, 2023 - Wiley Online Library
Dual‐ion batteries (DIBs) have been considered a viable alternative to increasingly costly
and hazard‐prone lithium‐ion batteries (LIBs), which have reached a level of saturation …

Time-dependent deep learning predictions of 3D electrode particle-resolved microstructure effect on voltage discharge curves

W Yang, X Yao, Z Wang, P Liu, H Yan, Y Xiao… - Journal of Power …, 2023 - Elsevier
Battery electrode particle-resolved microstructure featured with a 3D active material (AM)
particle network bonded by carbon and binder (CBD) phase plays a significant role in …

Improving the electrochemical performance of lithium‐ion battery using silica/carbon anode through prelithiation techniques

XM Nguyen Thi, KM Le, Q Phung, DQ Truong… - Battery …, 2023 - Wiley Online Library
This work focuses on the two most common techniques, including the direct contact method
(CM) and the electrochemical method (EM) in the half‐cell applied for the SiO2/C anode …

Applications of Machine Learning in Electrochemistry

X Shi, G Zhang, Y Lu, H Pang - Renewables, 2023 - chinesechemsoc.org
The introduction of density functional theory (DFT) and electronic structure has brought
computational methods into the field of materials science. In these theoretical calculations …

Improving the electrochemical performance of lithium‐ion battery using silica/carbon anode through prelithiation techniques

XMN Thi, KM Le, Q Phung, DQ Truong… - Battery …, 2023 - search.proquest.com
This work focuses on the two most common techniques, including the direct contact method
(CM) and the electrochemical method (EM) in the half‐cell applied for the SiO 2/C anode …

A screening method for film-forming additive in high-voltage graphite/LiCoO2

S Wang, H Guo, X Li, Z Wang, W Peng, J Wang… - Journal of …, 2024 - Elsevier
Using film-forming additive is an important approach to address the incompatibility between
high-reactive electrodes and electrolytes. However, the design and screening of these film …

Improving the electrical performance of Lithium-ion battery using SilicaCarbon anode through technique

LP Le, XM Nguyen, K Le, Q Phung… - Authorea …, 2023 - advance.sagepub.com
Nowadays, a hybrid composite SiO2/C has been paid attention to improving battery
performance in Li-ion batteries (LIBs) as the anode. However, this material unexpectedly …

An Efficient Method for Film-Forming Additive Screening: Theoretical Calculations and Experiments

S Wang, H Guo, X Li, Z Wang, W Peng, J Wang… - Available at SSRN … - papers.ssrn.com
Using film-forming additive is one of the important solutions to solve the incompatibility
between high-reactive electrodes and electrolytes. However, the design and screening of …