Publications

Data-Driven Studies of Two-Dimensional Materials and Their Nonlinear Optical Properties

Wagoner-Oshima, Bhattarai, Terrones, Rhone · ACS Appl. Mater. Interfaces

High-throughput screening of altermagnetic materials

Bhattarai, Minch, Rhone · Phys. Rev. Mater. 9(6):64403

Strain-induced topological phase transition in ferromagnetic Janus monolayer MnSbBiS2Te2

Bhattarai, Minch, Liang, Zhang, Rhone · Physical Chemistry Chemical Physics

Predicting magnetic properties of van der Waals magnets using graph neural networks

Minch, Bhattarai, Choudhary, Rhone · Phys. Rev. Mater. 8(11):114002

Investigating magnetic van der Waals materials using data-driven approaches

Bhattarai, Minch, Rhone · J. Mater. Chem. C

Machine Learning-Aided Band Gap Engineering of BaZrS3 Chalcogenide Perovskite

Sharma, Ward, Bhimani, et al. · ACS Appl. Mater. Interfaces

Artificial intelligence guided studies of van der Waals magnets

Rhone et al. · Advanced Theory and Simulation 202300019

Data-driven study of magnetic anisotropy in transition metal dichalcogenide monolayers

Minch, Bhattarai, Rhone · Solid State Commun. 371:115248

Data-Driven Studies of the Magnetic Anisotropy of Two-Dimensional Magnetic Materials

Xie, Tritsaris, Grånäs, Rhone · J. Phys. Chem. Lett.

Data-driven studies of magnetic two-dimensional materials

Rhone et al. · Scientific Reports 10:15795

Data-driven studies of li-ion-battery materials

Kauwe, Rhone, Sparks · Crystals 9(1):54

COMBO: an efficient Bayesian optimization library for materials science

Ueno, Rhone, Hou, Mizoguchi, Tsuda · Materials Discovery 4:18-21