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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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    Varying Performance of Low-Cost Sensors During Seasonal Smog Events in Moravian-Silesian Region by Václav Nevrlý, Michal Dostál, Petr Bitala, Vít Klečka, Jiří Sléžka, Pavel Polách, Katarína Nevrlá, Melánie Barabášová, Růžena Langová, Šárka Bernatíková, Barbora Martiníková, Michal Vašinek, Adam Nevrlý, Milan Lazecký, Jan Suchánek, Hana Chaloupecká, David Kiča, Jan Wild

    Published 2024-11-01
    “…Our findings suggest that, with appropriate calibration, selected low-cost sensors can provide reliable data for monitoring air pollution episodes in the Moravian-Silesian Region and may also be used for future adjustments of CAMS model predictions.…”
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