Electrical properties and electrochemical performances of Na2O doped solid electrolytes for supercapacitor application

Journal of Alloys and Compounds, Journal Year: 2025, Volume and Issue: unknown, P. 179197 - 179197

Published: Feb. 1, 2025

Language: Английский

Role of artificial intelligence in the design and discovery of next-generation battery electrolytes

Chemical Physics Reviews, Journal Year: 2025, Volume and Issue: 6(1)

Published: March 1, 2025

Adverse climate change, global warming, and energy security have emerged as challenges, demanding advancements in high-performance battery technologies to drive sustainability. In this scenario, developing electrolytes has gained significant momentum among various innovations, given their critical role determining safety performance. However, the conventional trial-and-error approach electrolyte discovery is costly, complex, time-consuming, often inefficient. Recent artificial intelligence (AI) over past decade catalyzed innovations across diverse fields, ranging from nanotechnology space explorations, are now emerging a powerful tool for materials discovery. Numerous studies demonstrated effectiveness of AI screening characterizing next-generation electrolytes. This review offers comprehensive outlook on transformative designing novel Examination key parameters that influence electrochemical performance batteries conducted. The challenges opportunities using design with tailored properties explored. Furthermore, futuristic vision integrating science-driven AI-based approaches existing experimental theoretical methods accelerate presented. By offering such understanding, aims provide researchers, industries, policymakers insights into how can be leveraged electrolytes, paving way toward progress technology.

Language: Английский

Li-Stuffed Garnet Solid Electrolytes: Current Status, Challenges, and Perspectives for Practical

Energy storage materials, Journal Year: 2024, Volume and Issue: unknown, P. 103970 - 103970

Published: Dec. 1, 2024

Language: Английский