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    A graph transformer with optimized attention scores for node classification by Yu Zhang, Xin Li, Yaoqun Xu, Xitong Xu, Zhe Wang

    Published 2025-08-01
    “…Although the Transformer architecture has become a mainstream approach for nonlocal modeling in many domains, Transformer-based architectures fail to demonstrate competitiveness in popular node-level prediction tasks when compared to mainstream graph neural network (GNN) variants. …”
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    Updating Measures of CME Arrival Time Errors by C. Kay, E. Palmerio, P. Riley, M. L. Mays, T. Nieves‐Chinchilla, M. Romano, Y. M. Collado‐Vega, C. Wiegand, A. Chulaki

    Published 2024-07-01
    “…In 2013, the Community Coordinated Modeling Center started collecting predictions from the community, developing an Arrival Time Scoreboard (ATSB). …”
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