Artificial Intelligence Guided Studies of van der Waals Magnets (Adv. Theory Simul. 6/2023)

Searching for novel two‐dimensional magnets using AI Intrinsic magnetic ordering in two dimensions was discovered in 2017 when a single layer of CrI3 and two layers of CrGeTe3 were shown to be ferromagnetic. In the research article, Rhone, Trevor David and coworkers harness AI to identify new two‐di...

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Bibliographic Details
Published in:Advanced theory and simulations 2023-06, Vol.6 (6), p.n/a
Main Authors: Rhone, Trevor David, Bhattarai, Romakanta, Gavras, Haralambos, Lusch, Bethany, Salim, Misha, Mattheakis, Marios, Larson, Daniel T., Krockenberger, Yoshiharu, Kaxiras, Efthimios
Format: Article
Language:English
Subjects:
MATERIALS SCIENCE
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Summary:Searching for novel two‐dimensional magnets using AI Intrinsic magnetic ordering in two dimensions was discovered in 2017 when a single layer of CrI3 and two layers of CrGeTe3 were shown to be ferromagnetic. In the research article, Rhone, Trevor David and coworkers harness AI to identify new two‐dimensional magnetic materials and predict their magnetic and thermodynamic properties. Silver spheres represent transition metals. Yellow spheres represent the halogen atom: {Br, I}. Red spheres represent another halogen atom: {F, Cl}.
ISSN:2513-0390
2513-0390
DOI:10.1002/adts.202370014