2022
DOI: 10.1039/d1na00862e
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Unveiling two-dimensional magnesium hydride as a hydrogen storage material via a generative adversarial network

Abstract: This study used artificial intelligence (AI)-based crystal inverse-design approach to investigate the new phase of two-dimensional (2D) pristine magnesium hydride (MgxHy) sheets and verify its availability as a hydrogen storage...

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Cited by 3 publications
(1 citation statement)
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“…While ball milling and its variants remain a key technique, other options have been explored: Electrostatic layer-by-layer self-assembled G/MWCNTs [53], Uranium U-decorated G (H 2 and D 2 adsorption) [54], and plasma-assisted milling in Mg@FLG composites (few-layer graphene nanosheets) [55]. Given the remarkable properties of 2D graphene on hydride storing materials, the synthesis of 2D MgH 2 has also been proposed in DFT studies [56].…”
Section: Manufacturing Techniquesmentioning
confidence: 99%
“…While ball milling and its variants remain a key technique, other options have been explored: Electrostatic layer-by-layer self-assembled G/MWCNTs [53], Uranium U-decorated G (H 2 and D 2 adsorption) [54], and plasma-assisted milling in Mg@FLG composites (few-layer graphene nanosheets) [55]. Given the remarkable properties of 2D graphene on hydride storing materials, the synthesis of 2D MgH 2 has also been proposed in DFT studies [56].…”
Section: Manufacturing Techniquesmentioning
confidence: 99%