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cond-mat.mtrl-sci2022★ 1 cited
Hundreds of new, stable, one-dimensional materials from a generative machine learning model
Hadeel Moustafa, Peder Meisner Lyngby, Jens Jørgen Mortensen +2
We use a generative neural network model to create thousands of new, one-dimensional materials. The model is trained using 508 stable one-dimensional materials from the Computation…
cond-mat.mtrl-sci2022
Computational exfoliation of atomically thin 1D materials with application to Majorana bound states
Hadeel Moustafa, Peter Mahler Larsen, Morten N. Gjerding +3
We introduce a computational database with calculated structural, thermodynamic, electronic, magnetic, and optical properties of 820 one-dimensional materials. The materials are sy…