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A graph transformer with optimized attention scores for node classification
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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SynC2S: An Efficient Method for Synthesizing Tabular Data With a Learnable Pre-Processing
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Development and validation of non-axisymmetric heat flux simulations with 3D fields using the HEAT code
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Updating Measures of CME Arrival Time Errors
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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Geopolymerization threatens the persistence of organic carbon associated with iron in anoxic environments
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Incomplete mass closure in atmospheric nanoparticle growth
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Study on the Fire Resistance of Axially Restrained H-Shaped Steel Beams Under Real Fire
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Spatio-temporal forecasting of COVID-19 cases in the Netherlands for source and contact tracing
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Seismic risk mitigation at Campi Flegrei in volcanic unrest
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