Litcius/Paper detail

Database-Driven High-Throughput Calculations and Machine Learning Models for Materials Design

Rickard Armiento

2020Lecture notes in physics19 citationsDOIOpen Access PDF

Topics & Concepts

Machine learningArtificial intelligenceComputational learning theoryComputationStability (learning theory)Computer scienceFocus (optics)Computational modelExperimental dataPredictive modellingActive learning (machine learning)Online machine learningMachine designModel buildingData modelingComputational geometryComputational complexity theoryAlgorithmMachine Learning in Materials ScienceAdvanced Physical and Chemical Molecular InteractionsMaterial Selection and Properties
Database-Driven High-Throughput Calculations and Machine Learning Models for Materials Design | Litcius