Convolutional neural networks for large-scale dynamical modeling of itinerant magnets

Complex spin textures in itinerant electron magnets hold promises for next-generation memory and information technology. The long-ranged and often frustrated electron-mediated spin interactions in these materials give rise to intriguing localized spin structures such as skyrmions. Yet, simulations o...

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Bibliographic Details
Main Authors: Xinlun Cheng, Sheng Zhang, Phong C. H. Nguyen, Shahab Azarfar, Gia-Wei Chern, Stephen S. Baek
Format: Article
Language:English
Published: American Physical Society 2023-09-01
Series:Physical Review Research
Online Access:http://doi.org/10.1103/PhysRevResearch.5.033188