An Active Learning Approach for the Design of Doped LLZO Ceramic Garnets for Battery Applications

Growing demand in applications like portable electronics and electric vehicles calls for cost-effective, safe, and high-performance energy storage systems. Development of solid-state electrolytes with Li + ionic conductivities comparable to those of the current liquid chemistries is an important ste...

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Veröffentlicht in:	Integrating materials and manufacturing innovation 2021-06, Vol.10 (2), p.299-310
Hauptverfasser:	Verduzco, Juan C., Marinero, Ernesto E., Strachan, Alejandro
Format:	Artikel
Sprache:	eng
Schlagworte:	Active learning Characterization and Evaluation of Materials Chemistry and Materials Science Conductivity Design of experiments Electric vehicles Electrolytes Energy storage Garnets Ion currents Ions Lanthanum Lithium Machine learning Materials Science Metallic Materials Molten salt electrolytes Nanotechnology Prediction models Solid electrolytes Storage systems Structural Materials Surfaces and Interfaces System effectiveness Technical Article Thin Films Zirconium oxides
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