Process optimisation for NASICON-type solid electrolyte synthesis using a combination of experiments and bayesian optimisation
Hayami Takeda, Hiroko Fukuda, K. Nakano, Syogo Hashimura, Naoto Tanibata, Masanobu Nakayama, Yasuharu Ono, Takaaki Natori
Abstract
The optimal sintering conditions for LiZr 2 (PO 4 ) 3 , a NASICON-type solid electrolyte with high conductivity, were explored. It was also found that these optimum sintering conditions could be efficiently discovered by using Bayesian optimisation.
Topics & Concepts
Fast ion conductorSinteringElectrolyteMaterials scienceConductivityProcess (computing)Bayesian probabilitySolid solutionProcess engineeringComputer scienceMetallurgyChemistryArtificial intelligenceEngineeringElectrodePhysical chemistryOperating systemAdvanced Battery Materials and TechnologiesAdvanced Battery Technologies ResearchAdvancements in Battery Materials