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cond-mat.mtrl-sci2022
Symmetry-based computational search for novel binary and ternary 2D materials
Hai-Chen Wang, Jonathan Schmidt, Miguel A. L. Marques +2
We present a symmetry-based exhaustive approach to explore the structural and compositional richness of two-dimensional materials. We use a ``combinatorial engine'' that constructs…
cond-mat.mtrl-sci2022★ 8 cited
Large-scale machine-learning-assisted exploration of the whole materials space
Jonathan Schmidt, Noah Hoffmann, Hai-Chen Wang +5
Crystal-graph attention networks have emerged recently as remarkable tools for the prediction of thermodynamic stability and materials properties from unrelaxed crystal structures.…