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C. Schillinger

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Open access Aug 2026

Fast and Scalable Air Quality Neural Emulator for High‐Resolution Predictions on Very Large Domains

While SIRANet enables near–real‐time, high‐resolution forecasting, its performance remains conditioned by the representativeness of the SIRANE training simulations and tends to underestimate the highest concentrations in traffic‐dominated hotspots due to the smoothing of sharp spatial gradients inherent to the current...

Maxime Beauchamp, Vincent Lécluse, Nicolas Thorr et al. · 0 citations

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