Extraction of material properties through multi-fidelity deep learning from molecular dynamics simulation
Mahmudul Islam, Md Shajedul Hoque Thakur, Satyajit Mojumder, Mohammad Nasim Hasan
Topics & Concepts
Molecular dynamicsBenchmark (surveying)FidelityComputer scienceRange (aeronautics)High fidelitySample (material)Statistical physicsAlgorithmMaterials scienceChemistryPhysicsThermodynamicsComputational chemistryTelecommunicationsComposite materialAcousticsGeographyGeodesyMachine Learning in Materials ScienceAdvanced Electron Microscopy Techniques and ApplicationsModel Reduction and Neural Networks