12 citations · 21 across the 3 of their papers we have counts for
4 papers
Significant Unconventional Anomalous Hall Effect in Heavy Metal/Antiferromagnetic Insulator Heterostructures
Yuhan Liang, Liang Wu, Minyi Dai +16
The anomalous Hall effect (AHE) is a quantum coherent transport phenomenon that conventionally vanishes at elevated temperatures because of thermal dephasing. Therefore, it is puzz…
Graph Neural Network for Predicting the Effective Properties of Polycrystalline Materials: A Comprehensive Analysis
Minyi Dai, Mehmet F. Demirel, Xuanhan Liu +2
We develop a polycrystal graph neural network (PGNN) model for predicting the effective properties of polycrystalline materials, using the Li7La3Zr2O12 ceramic as an example. A lar…
A puzzling insensitivity of magnon spin diffusion to the presence of 180 domain walls in a ferrimagnetic insulator
Ruofan Li, Lauren J. Riddiford, Yahong Chai +12
We present room-temperature measurements of magnon spin diffusion in epitaxial ferrimagnetic insulator MgAlFeO (MAFO) thin films near zero applied magnetic fi…
Graph Neural Networks for an Accurate and Interpretable Prediction of the Properties of Polycrystalline Materials
Minyi Dai, Mehmet F. Demirel, Yingyu Liang +1
Various machine learning models have been used to predict the properties of polycrystalline materials, but none of them directly consider the physical interactions among neighborin…