Progress in machine learning interatomic potential and its applications in materials science
Liang Zhang, Yuxuan Wan, Yasushi Shibuta, Xiaoxu Huang
Topics & Concepts
Interatomic potentialMachine learningComputer scienceArtificial intelligenceField (mathematics)Construct (python library)Molecular dynamicsComputational modelExperimental dataComputational simulationDevelopment (topology)Computational scienceForce field (fiction)Computational learning theoryAtomic unitsMaterial propertiesStatistical physicsNanotechnologyScale (ratio)Materials sciencePotential fieldAlgorithmComputational mechanicsMachine Learning in Materials ScienceElectrocatalysts for Energy ConversionAdvanced Electron Microscopy Techniques and Applications