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numerical weather prediction

8 papers

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Also known as

NWP

Co-occurring keywords · papers mentioning both

weather forecasting (3) bias correction (2) meteorological modeling (1) numerical prediction (1) navier-stokes equation (1) chaotic system (1) hierarchical graph (1) radiative transfer modeling (1) physics-guided deep learning (1) deep learning-based weather forecasting (1)

Papers

FuXi-RTM: A Physics-Guided Prediction Framework with Radiative Transfer Modeling ICCV 2025 HR-Extreme: A High-Resolution Dataset for Extreme Weather Forecasting ICLR 2025 Physics-Assisted and Topology-Informed Deep Learning for Weather Prediction IJCAI 2025 Long-Term Typhoon Trajectory Prediction: A Physics-Conditioned Approach Without Reanalysis Data ICLR 2024 WeatherGNN: Exploiting Meteo- and Spatial-Dependencies for Local Numerical Weather Prediction Bias-Correction IJCAI 2024 ENS-10: A Dataset For Post-Processing Ensemble Weather Forecasts NeurIPS 2022 Increasing the accuracy and resolution of precipitation forecasts using deep generative models AISTATS 2022 Variational Data Assimilation with a Learned Inverse Observation Operator ICML 2021