Audacity of huge: overcoming challenges of data scarcity and data quality for machine learning in computational materials discovery
Aditya Nandy, Chenru Duan, Heather J. Kulik
Topics & Concepts
Computer scienceFidelityProperty (philosophy)Quality (philosophy)Machine learningScarcityHigh fidelityArtificial intelligenceData scienceData qualityData miningMetric (unit)EngineeringElectrical engineeringEconomicsTelecommunicationsMicroeconomicsEpistemologyPhilosophyOperations managementMachine Learning in Materials ScienceComputational Drug Discovery MethodsCatalysis and Oxidation Reactions