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Ganghua Lin

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#graph neural networks Open access Sep 2026

Graph Learning with Multiplicative Aggregation for Solar Filament Fragment Association Modeling in Full-disk H α Images

Abstract Solar filaments are prominent features in H α observations. During their evolution, they often exhibit complex morphological and topological changes, which, due to line-of-sight projection effects, appear as fragmentation and merging. These phenomena make it difficult to reliably track solar filaments using au...

GaoFei Zhu, Ganghua Lin, Xiao Ping Yang et al. · 0 citations

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