Results 131 to 140 of about 11,293 (243)

Limitations of Foundation Models in Energy Materials Simulations: A Case Study in Polyanion Sodium Cathode Materials

Advanced Intelligent Discovery, EarlyView.
Several simulation techniques are used to explore static and dynamic behavior in polyanion sodium cathode materials. The study reveals that universal machine learning interatomic potentials (MLIPs) struggle with system‐specific chemistry, emphasizing the need for tailored datasets.
Martin Hoffmann Petersen, Chiku Parida, Jonas Busk, Jin Hyun Chang, Arghya Bhowmik, Juan Maria Garcia Lastra   +5 more
wiley   +1 more source

High purity lithium recovery from spent lithium-ion batteries using commercial nanofiltration membranes: a comparative performance assessment. [PDF]

Sci Rep
Alam M, Bruggen BV, Ahsan Khan M, Jin P, Bin-Jumah M, Ibrahim M.   +5 more
europepmc   +1 more source

Advances in Thermal Modeling and Simulation of Lithium‐Ion Batteries with Machine Learning Approaches

Advanced Intelligent Discovery, EarlyView.
Heat generation in lithium‐ion batteries affects performance, aging, and safety, requiring accurate thermal modeling. Traditional methods face efficiency and adaptability challenges. This article reviews machine learning‐based and hybrid modeling approaches, integrating data and physics to improve parameter estimation and temperature prediction ...
Qi Lin, Kang Fu, Junjie Ding, Kai Sun, Peng Tan   +4 more
wiley   +1 more source

Artificial Intelligence for Multiscale Modeling in Solid‐State Physics and Chemistry: A Comprehensive Review

Advanced Intelligent Systems, EarlyView.
This review explores the transformative impact of artificial intelligence on multiscale modeling in materials research. It highlights advancements such as machine learning force fields and graph neural networks, which enhance predictive capabilities while reducing computational costs in various applications.
Artem Maevskiy, Vitalii Kapitan, Andrey Ustyuzhanin   +2 more
wiley   +1 more source

Quantifying Additive Manufacturing Vapor Plumes Using Laser-Induced Breakdown Spectroscopy, Synchrotron X-Ray Radiography and Simulations. [PDF]

Adv Sci (Weinh)
Getley ACM, Hocine S, Shinjo J, Panwisawas C, Majkut M, Rack A, Lee PD, Towrie M, Leung CLA.   +8 more
europepmc   +1 more source

Nanoscale Depth Profiling of Optoelectronic Devices Using Deep-UV LIBS. [PDF]

ACS Omega
Surampudi A, Gupta MC.
europepmc   +1 more source

BC₂N/graphene heterostructures as anode materials with improved performance for lithium-ion batteries. [PDF]

RSC Adv
Zhang J, Yao Z, Lou C, Zhao L, Ding K, Ma X, Chen W, Zhang P, Chen M.   +8 more
europepmc   +1 more source

Parution D-LIB

URFIST Info, 2005
openaire   +3 more sources

Methodological Approach to <i>LIBS</i> Elemental Analysis and Plasma Characterization of Quinoa and Amaranth Pseudocereals Using a <i>TEA CO₂</i> Laser. [PDF]

Foods
Ranković D, Savić M, Stoiljković M, Ristić M, Luchkouski VV, Đorđević N, Chumakov AN.   +6 more
europepmc   +1 more source

Temperature and voltage effects on the charge and health of lithium-ion battery modules in light electric vehicles. [PDF]

Sci Rep
Quintana JM, Paredes-Rojas JC, Vázquez-Medina R, Jiménez-Ramírez O, Torres-San Miguel CR.   +4 more
europepmc   +1 more source