Inverse design for materials discovery from the multidimensional electronic density of states
Kihoon Bang, J. H. Kim, Doosun Hong, Dong-Hun Kim, Sang Soo Han
Abstract
To accelerate materials discovery, a deep learning method for inverse design of inorganic materials using multidimensional DOS properties was developed.
Topics & Concepts
InverseComputer scienceMathematicsGeometryMachine Learning in Materials ScienceAdvanced Materials Characterization TechniquesElectron and X-Ray Spectroscopy Techniques