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 …

AlphaMat: a material informatics hub connecting data, features, models and applications

Z Wang, A Chen, K Tao, J Cai, Y Han, J Gao… - npj Computational …, 2023 - nature.com
The development of modern civil industry, energy and information technology is inseparable
from the rapid explorations of new materials. However, only a small fraction of materials …

Operando FTIR study on water additive in lithium-sulfur batteries to mitigate shuttle effect

ÉA Santos, MC Policano, MJ Pinzón, I Galantini… - Journal of Energy …, 2024 - Elsevier
Additives in the electrolytes of Li-S batteries aim to increase overall capacity, improve L i+
ion conductivity, enhance cyclability, and mitigate the shuttle effect, which is one of the major …

Expanding the material search space for multivalent cathodes

A Rutt, JX Shen, M Horton, J Kim, J Lin… - ACS Applied Materials …, 2022 - ACS Publications
Multivalent batteries are an energy storage technology with the potential to surpass lithium-
ion batteries; however, their performance have been limited by the low voltages and poor …

Novel inorganic crystal structures predicted using autonomous simulation agents

W Ye, X Lei, M Aykol, JH Montoya - Scientific Data, 2022 - nature.com
We report a dataset of 96640 crystal structures discovered and computed using our
previously published autonomous, density functional theory (DFT) based, active-learning …

Graphene oxide–lithium-ion batteries: inauguration of an era in energy storage technology

Y Mishra, A Chattaraj, AAA Aljabali, M El-Tanani… - Clean …, 2024 - academic.oup.com
A significant driving force behind the brisk research on rechargeable batteries, particularly
lithium-ion batteries (LiBs) in high-performance applications, is the development of portable …

First-principles study of beryllium substituted borophene as an anode material for Li/Na-ion batteries

KP Aswathi, N Baskaran - Computational Condensed Matter, 2023 - Elsevier
In this work, we predict the effects of beryllium (Be) do** on β 12 borophene as an
electrode material for lithium-ion batteries (LIBs) and sodium-ion batteries (NIBs) by using …

Computational Insights into the Influence of Surface Functionalization Groups on Zirconium Carbide MXenes as Anode Materials for Lithium-Ion Batteries

A Kadangodan Putiyaveettil… - The Journal of Physical …, 2024 - ACS Publications
In this study, we employed first-principles calculations to predict the influence of Si, H, O, P,
S, Se, F, and Cl surface functionalization on Zr3C2 MXene, serving as an electrode material …

A synergistic experimental and theoretical study elucidating the electronic and thermal properties in spinel CuInSnS4

OP Ojo, L Ma, WDCB Gunatilleke, AJ Biacchi… - Materials Research …, 2024 - Elsevier
Quaternary chalcogenides of different structure types continue to be of interest due to the
novel physical properties they exhibit and for applications ranging from optoelectronics to …

[HTML][HTML] Two-Dimensional ABS4 (A and B = Zr, Hf, and Ti) as Promising Anode for Li and Na-Ion Batteries

S Ahmed, I Muhammad, A Ghani, I Muhammad… - Molecules, 2024 - mdpi.com
Metal ion intercalation into van der Waals gaps of layered materials is vital for large-scale
electrochemical energy storage. Transition-metal sulfides, ABS4 (where A and B represent …