Author

Hao-Wen Yang

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Open access Oct 2026

GCCM-Based Causal Screening and Interpretable Machine Learning for Abrupt Vegetation Changes in Complex Mountainous Regions

Terrestrial vegetation productivity is vital for carbon sequestration and food provision. In Yunnan Province, complex terrain and diverse climates cause abrupt and nonlinear vegetation changes that linear trend analyses fail to capture, while existing attribution methods rarely distinguish causal drivers from spurious...

Hao-Wen Yang, Chuan He, Jun Tang et al. · Forests · 0 citations

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