6 citations · 9 across the 3 of their papers we have counts for
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Element similarity in high-dimensional materials representations
Anthony Onwuli, Ashish V. Hegde, Kevin Nguyen +2
The traditional display of elements in the periodic table is convenient for the study of chemistry and physics. However, the atomic number alone is insufficient for training statis…
What Information is Necessary and Sufficient to Predict Materials Properties using Machine Learning?
Siyu Isaac Parker Tian, Aron Walsh, Zekun Ren +2
Conventional wisdom of materials modelling stipulates that both chemical composition and crystal structure are integral in the prediction of physical properties. However, recent de…
Switchable Electric Dipole from Polaron Localization in Dielectric Crystals
Kazuki Morita, Yu Kumagai, Fumiyasu Oba +1
Ferroelectricity in crystals is associated with the displacement of ions or rotations of polar units. Here we consider the dipole created by donor doping () and the correspond…