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 …

Electrochemical coupling in subnanometer pores/channels for rechargeable batteries

YJ Lei, L Zhao, WH Lai, Z Huang, B Sun… - Chemical Society …, 2024 - pubs.rsc.org
Subnanometer pores/channels (SNPCs) play crucial roles in regulating electrochemical
redox reactions for rechargeable batteries. The delicately designed and tailored porous …

Constructing host–guest recognition electrolytes promotes the Li+ kinetics in solid-state batteries

Q Liu, L Yang, Z Mei, Q An, K Zeng, W Huang… - Energy & …, 2024 - pubs.rsc.org
Owing to their good interfacial contact with electrodes, solid polymer electrolytes (SPEs) are
believed to be a promising candidate for solid-state batteries. However, the inferior kinetics …

Multipolar Conjugated Polymer Framework Derived Ionic Sieves via Electronic Modulation for Long‐Life All‐Solid‐State Li Batteries

X Yang, L Fang, J Li, C Liu, L Zhong… - Angewandte Chemie …, 2024 - Wiley Online Library
Here, we build a tunable multipolar conjugated polymer framework platform via pore wall
chemistry to probe the role of electronic structure engineering in improving the Li+ …

Ionic Covalent Organic Framework Solid‐State Electrolytes

Y Kim, C Li, J Huang, Y Yuan, Y Tian… - Advanced …, 2024 - Wiley Online Library
Rechargeable secondary batteries, widely used in modern technology, are essential for
mobile and consumer electronic devices and energy storage applications. Lithium (Li)‐ion …

Development of solid polymer electrolytes for solid-state lithium battery applications

J Li, X Chen, S Muhammad, S Roy, H Huang, C Yu… - Materials Today …, 2024 - Elsevier
Nowadays, the safety concern for lithium batteries is mostly on the usage of flammable
electrolytes and the lithium dendrite formation. The emerging solid polymer electrolytes …

Advances and challenges in covalent organic frameworks as an emerging class of materials for energy and environmental concerns

DN Ampong, E Effah, EA Tsiwah, A Kumar… - Coordination Chemistry …, 2024 - Elsevier
Covalent organic frameworks (COFs) have been extensively studied as an attractive class of
crystalline porous polymers due to their structural diversity and adjustable design. COFs' …

Phosphorylated Covalent Organic Framework Membranes Toward Ultrafast Single Lithium‐Ion Transport

X Pang, B Shi, Y Liu, Y Li, Y Zhang, T Wang… - Advanced …, 2024 - Wiley Online Library
Develo** all‐solid‐state electrolytes, the chips for lithium‐metal batteries, with superior
electrochemical and mechanical properties awaits the disruptive materials. Herein, ionic …

High‐Voltage Single‐Ion Covalent Organic Framework Electrolytes Enabled by Nitrile Migration Ladders for Lithium Metal Batteries

W Li, S Han, C **ao, J Yan, B Wu, P Wen… - Angewandte Chemie …, 2024 - Wiley Online Library
The poor electrochemical stability window and low ionic conductivity in solid‐state
electrolytes hinder the development of safe, high‐voltage, and energy‐dense lithium metal …

Thickness‐Driven Synthesis and Applications of Covalent Organic Framework Nanosheets

K Koner, HS Sasmal, D Shetty… - Angewandte Chemie, 2024 - Wiley Online Library
Covalent organic frameworks (COFs) are two‐dimensional, crystalline porous framework
materials with numerous scopes for tunability, such as porosity, functionality, stability and …