Extracting Knowledge from DFT: Experimental Band Gap Predictions Through Ensemble Learning
Steven K. Kauwe, Taylor Welker, Taylor D. Sparks
Topics & Concepts
Computer scienceExperimental dataEnsemble learningMachine learningArtificial intelligenceSpeedupProperty (philosophy)Ensemble forecastingIdeal (ethics)Mean squared errorAlgorithmMathematicsStatisticsEpistemologyPhilosophyOperating systemMachine Learning in Materials ScienceHydrogen embrittlement and corrosion behaviors in metalsSurface and Thin Film Phenomena