Machine learning with knowledge constraints for process optimization of open-air perovskite solar cell manufacturing
Zhe Liu, Nicholas Rolston, Austin C. Flick, Thomas W. Colburn, Zekun Ren, Reinhold H. Dauskardt, Tonio Buonassisi
Topics & Concepts
Bayesian optimizationProcess (computing)ScalabilityComputer scienceBenchmarkingProcess optimizationProbabilistic logicMachine learningProcess engineeringMaterials scienceArtificial intelligenceEngineeringBusinessDatabaseEnvironmental engineeringMarketingOperating systemPerovskite Materials and ApplicationsQuantum Dots Synthesis And PropertiesMachine Learning in Materials Science