6 citations · 9 across the 3 of their papers we have counts for
3 papers
cond-mat.mtrl-sci2023
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…
cond-mat.mtrl-sci2022★ 3 cited
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…
cond-mat.mtrl-sci2022★ 6 cited
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…