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Machine Learning‐Assisted Property Prediction of Solid‐State Electrolyte
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 …
solid‐state electrolytes (SSEs). By integrating experimental or/and simulation data within ML …
Electrochemical coupling in subnanometer pores/channels for rechargeable batteries
Subnanometer pores/channels (SNPCs) play crucial roles in regulating electrochemical
redox reactions for rechargeable batteries. The delicately designed and tailored porous …
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 …
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+ …
chemistry to probe the role of electronic structure engineering in improving the Li+ …
Ionic Covalent Organic Framework Solid‐State Electrolytes
Rechargeable secondary batteries, widely used in modern technology, are essential for
mobile and consumer electronic devices and energy storage applications. Lithium (Li)‐ion …
mobile and consumer electronic devices and energy storage applications. Lithium (Li)‐ion …
Development of solid polymer electrolytes for solid-state lithium battery applications
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 …
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
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' …
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 …
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 …
electrolytes hinder the development of safe, high‐voltage, and energy‐dense lithium metal …
Thickness‐Driven Synthesis and Applications of Covalent Organic Framework Nanosheets
Covalent organic frameworks (COFs) are two‐dimensional, crystalline porous framework
materials with numerous scopes for tunability, such as porosity, functionality, stability and …
materials with numerous scopes for tunability, such as porosity, functionality, stability and …