A Review of Failure Modes and Safety Strategies of Lithium-Ion Batteries from Materials to Systems. [PDF]
Adv Sci (Weinh)Yang JH +8 more
europepmc +1 more source
Physics‐Guided Descriptors Enable Data‐Efficient Prediction of Battery Coulombic Efficiency
Advanced Science, EarlyView.This work integrates multiscale simulations with data‐driven approaches to predict Coulombic efficiency (CE). Multiscale simulations of battery systems are performed to extract Physics‐Guided descriptors and construct a dataset. Machine learning models trained on this dataset are then subjected to interpretable analysis to identify the most influential
Qintao Sun +9 more
wiley +1 more source
A Dispersant-Driven Carbon-Binder Domains Homogeneity in High-Energy-Density Electrodes for Lithium-Ion Batteries. [PDF]
Adv Sci (Weinh)Kwon DS +17 more
europepmc +1 more source
Advanced Science, EarlyView.A novel multifunctional additive for aqueous zinc‐ion battery electrolytes can simultaneously dynamically adjust the pH in microzones, regulate the solvation structure of Zn2+, protect the interface, and form a stable solid‐state SEI film. This approach enables a dendrite‐free zinc anode and demonstrates excellent cycling stability and cycle life ...
Lina Pan +5 more
wiley +1 more source
The Methods for Estimating State of Charge in Lithium-Ion Batteries. [PDF]
Materials (Basel)Xu P, Zhou R.
europepmc +1 more source
Balancing Bulk Solution Chemistry and Cation Solvation for Stable Aqueous Aluminum Batteries
Advanced Science, EarlyView.A dual‐scale electrolyte design balances bulk solution chemistry and cation solvation in aqueous aluminum batteries. Regulation of the bulk solution preserves high ionic conductivity and electrochemical stability, while modulation of the Al3+ solvation environment lowers desolvation penalties and suppresses hydrogen evolution. This balanced electrolyte
Bei‐Er Jia +18 more
wiley +1 more source
Orbital Engineering of π-d Conjugation in One-Dimensional Metal-Organic Materials for Lithium-Ion Batteries: A DFT Study. [PDF]
ChemphyschemLi M +7 more
europepmc +1 more source
Advanced Science, EarlyView.A fluorine‐rich acrylate copolymer, poly (tridecafluorooctyl methacrylate‐co‐methyl methacrylate) (PFMMA), is introduced as a multifunctional protective coating to stabilize the prelithiated SiOC electrodes in humid conditions and preserve unimpeded interfacial ion/charge transport during redox reactions.
Rong Chen +10 more
wiley +1 more source
Machine-Learning Framework for Designing Stable Interfaces in All-Solid-State Lithium-Ion Batteries. [PDF]
Adv Sci (Weinh)Park S, Jang M, Jung HG, Chung KY, Yu S.
europepmc +1 more source
Enhanced Ionic Conductivity at the Solid Electrolyte Interphase of Oxygen‐Doped Li6PS5Cl
Advanced Science, EarlyView.Machine‐learned molecular dynamics and machine‐learning‐based phase identification reveal the kinetically formed SEI at buried Li | Li6PS5Cl interfaces. The SEI is dominated by Li2S‐based anion‐substituted phases, while oxygen doping enhances SEI ionic conductivity.
Sojeong Yang +6 more
wiley +1 more source