Machine Learning‐Assisted Property Prediction of Solid‐State Electrolyte

J Li, M Zhou, HH Wu, L Wang, J Zhang… - Advanced Energy …, 2024 - Wiley Online Library
Abstract Machine learning (ML) exhibits substantial potential for predicting the properties of
solid‐state electrolytes (SSEs). By integrating experimental or/and simulation data within ML …

Interfacial self-healing polymer electrolytes for long-cycle solid-state lithium-sulfur batteries

F Pei, L Wu, Y Zhang, Y Liao, Q Kang, Y Han… - Nature …, 2024 - nature.com
Coupling high-capacity cathode and Li-anode with solid-state electrolyte has been
demonstrated as an effective strategy for increasing the energy densities and safety of …

Self-healing solid-state polymer electrolytes for high-safety and long-cycle lithium-ion batteries

H Lv, X Chu, Y Zhang, Q Liu, F Wu, D Mu - Materials Today, 2024 - Elsevier
Current lithium-ion batteries (LIBs) with lightweight, rechargeable, and powerful
characteristics have revolutionized our lives. However, commercialized battery technology is …

Kinetically favorable Li–S battery electrolytes

Z Shi, Z Tian, D Guo, Y Wang, Z Bayhan… - ACS Energy …, 2023 - ACS Publications
Lithium–sulfur (Li–S) batteries suffer from rampant polysulfide shuttling and sluggish
reaction kinetics, which have curtailed sulfur utilization and deteriorated their actual …

Autonomous self-healing wearable flexible heaters enabled by innovative MXene/polycaprolactone composite fibrous networks and silver nanowires

SB Choi, JS Meena, J Joo, JW Kim - Advanced Composites and Hybrid …, 2023 - Springer
For flexible devices to be effectively integrated into long-lasting wearable systems, self-
healing properties that can repair the damage are crucial. Although numerous studies have …

Accelerated Single Li‐Ion Transport in Solid Electrolytes for Lithium–Sulfur Batteries: Poly (Arylene Ether Sulfone) Grafted with Pyrrolidinium‐Terminated Poly …

A Le Mong, JC Shin, M Lee, D Kim - Small, 2024 - Wiley Online Library
Polymeric solid electrolytes have attracted tremendous interest in high‐safety and high‐
energy capacity lithium–sulfur (Li─ S) batteries. There is, however, still a dilemma to …

[HTML][HTML] Towards Li–S microbatteries: A perspective review

A Jetybayeva, A Umirzakov, B Uzakbaiuly… - Journal of Power …, 2023 - Elsevier
The demand for high-energy and power-dense microbatteries is growing rapidly in the
microelectronics and wireless devices industry. Lithium-sulfur (Li–S) electrochemical cells …

Improving the electrochemical performance of Li 2 S cathodes based on point defect control with cation/anion dual doping

W Pan, K Yamamoto, N Machida… - Journal of Materials …, 2023 - pubs.rsc.org
Li2S is a promising cathode candidate for all-solid-state batteries (ASSBs) because of its
high theoretical capacity and availability for coupling with a Li-free anode or an anode-less …

Advancements in functionalized high-performance separators for lithium-sulfur batteries

S Xia, X Xu, W Wu, Y Chen, L Liu, G Wang, L Fu… - Materials Science and …, 2025 - Elsevier
Lithium-sulfur batteries as a promising candidate for the next generation of battery systems
face major challenges in their commercialization process, primarily due to the irreversible …

Vitrimeric Electrolytes–Overview and Perspectives

Z Katcharava, A Marinow, WH Binder - Chemical Communications, 2025 - pubs.rsc.org
Lithium batteries, essential for consumer electronics, transportation and the energy sector,
still require further improvement in performance, safety, and sustainability. Traditonal …