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
Physics-informed hybrid reinforcement learning for estimating lithium-ion battery state of health. [PDF]
Salem NM, Mohamed A.
europepmc +1 more source
Enhanced Ionic Conductivity at the Solid Electrolyte Interphase of Oxygen‐Doped Li6PS5Cl
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
Porous Si-Based Materials for Lithium-Ion Battery Anodes: Structural Design and In Situ/Operando Characterization. [PDF]
Zhang Y, Luo C, Liu X, Wang Z.
europepmc +1 more source
A Modular Standard Operating Procedure for Standardizing Lithium Metal Interfaces
A modular standard operating procedure (SOP) is developed to standardize lithium metal interfaces through sequential etching, brushing, and soaking. By transforming poorly controlled lithium surfaces into chemically uniform and structurally regulated interfaces, the framework improves electrochemical reproducibility, interfacial stability, and ...
Wen‐Hsin Chang +7 more
wiley +1 more source
Flexible Sensing for Precise Lithium-Ion Battery Swelling Monitoring: Mechanisms, Integration Strategies, and Outlook. [PDF]
Lei Y, Zhao J, Wang Y, Xue C, Gao L.
europepmc +1 more source
An empirical‐aided active learning framework is developed to optimize high‐throughput laser‐induced photothermal annealing of silicon suboxide anodes. By integrating probabilistic machine learning with empirical domain knowledge, this approach achieves optimal electrochemical performance using limited experiments.
Chaeyoung Park +3 more
wiley +1 more source
Closing the loop: universal regeneration and upcycling of spent lithium-ion battery cathodes. [PDF]
Li X, Shi X, Lee SY, Wu ZS.
europepmc +1 more source
Interface Charge Induced Multifunctional Manipulations in Metals
Voltage‑controlled interface charge enables giant, reversible modulation of magnetic anisotropy, magnetization, and resistivity in common metals. Space‑separated ions and electrons accumulate at interfaces, producing strong interfacial capacitor effect and high‑density electrons injection.
Qiang Cao +10 more
wiley +1 more source
Thermal runaway-induced short-circuit arc in highly integrated lithium-ion battery systems: mechanisms, thresholds, and mitigation strategies. [PDF]
Yu Z +6 more
europepmc +1 more source

