40 citations · 65 across the 4 of their papers we have counts for
4 papers · 1 filter
Materials design based on a material-motif network and heterogeneous graphs
Anoj Aryal, Weiyi Gong, Huta Banjade +1
Machine learning models for functional materials design require precise and informative representations of material systems. Common representations encode atomic composition and bo…
Structure motif centric learning framework for inorganic crystalline systems
Huta R. Banjade, Sandro Hauri, Shanshan Zhang +4
Incorporation of physical principles in a network-based machine learning (ML) architecture is a fundamental step toward the continued development of artificial intelligence for mat…
Monolayer 2D semiconducting tellurides for high-mobility electronics
Huta R. Banjade, Jinbo Pan, Qimin Yan
Discovery and design of two-dimensional (2D) materials with suitable band gaps and high carrier mobility is of vital importance for photonics, optoelectronics, and high-speed elect…
Two-dimensional MX family of Dirac materials with tunable electronic and topological properties
Yan-Fang Zhang, Jinbo Pan, Huta Banjade +6
We propose a novel class of two-dimensional (2D) Dirac materials in the MX family (M=Be, Mg, Zn and Cd, X = Cl, Br and I), which exhibit graphene-like band structures with linearly…