Rapid discovery of promising materials via active learning with multi-objective optimization
Taehyun Park, Eunsong Kim, Jiwon Sun, Minseon Kim, 홍은화, Kyoungmin Min
Topics & Concepts
Bayesian optimizationGeneralityComputer scienceMulti-objective optimizationSelection (genetic algorithm)Process (computing)Task (project management)Sampling (signal processing)Active learning (machine learning)Machine learningMathematical optimizationMaterials scienceMathematicsComputer visionManagementOperating systemPsychotherapistFilter (signal processing)EconomicsPsychologyMachine Learning in Materials ScienceComputational Drug Discovery MethodsMachine Learning and Algorithms