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Hao-Wen Yang

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Preprint Sep 2026

AI-Assisted Identification of Magnetic Orders and Skyrmions

Exotic magnetic orders in two-dimensional (2D) materials are attracting huge interest for energy-efficient spintronic applications, yet realizing robust high-temperature van der Waals antiferromagnets and topological magnetic states remains challenging. In this work, we develop a machine-learning framework for identify...

Hao-Wen Yang, Sophia Huerta, Ying-Ying Wu · 0 citations

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