681 citations · 2.1k across the 20 of their papers we have counts for
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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…
Graph Neural Network for Hamiltonian-Based Material Property Prediction
Hexin Bai, Peng Chu, Jeng-Yuan Tsai +4
Development of next-generation electronic devices for applications call for the discovery of quantum materials hosting novel electronic, magnetic, and topological properties. Tradi…
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…
Quantum anomalous Hall effect in two-dimensional magnetic insulator heterojunctions
Jinbo Pan, Jiabin Yu, Yan-Fang Zhang +4
Recent years have witnessed tremendous success in the discovery of topological states of matter. Particularly, sophisticated theoretical methods in time-reversal-invariant topologi…