Unveiling two-dimensional magnesium hydride as a hydrogen storage material <i>via</i> a generative adversarial network
Jun Ho Lee, Dongchul Sung, You Kyoung Chung, Seon Bin Song, Joonsuk Huh
Abstract
sheets can be employed effectively as a medium for hydrogen storage. Additionally, this finding indicates that a deep learning-based approach is beneficial for exploring unrevealed 2D materials.
Topics & Concepts
Hydrogen storageGenerative grammarHydrideMagnesiumHydrogenAdversarial systemGenerative adversarial networkMagnesium hydrideComputer scienceChemistryMaterials scienceMetallurgyArtificial intelligenceOrganic chemistryImage (mathematics)Hydrogen Storage and MaterialsAmmonia Synthesis and Nitrogen ReductionMXene and MAX Phase Materials