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climate prediction

7 papers

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subseasonal forecasting (4) weather forecasting (3) dynamical model (2) climate forecasting (2) machine learning (2) time series forecasting (2) physics-informed model (1) ensemble forecast (1) weather emulator (1) boundary condition (1)

Papers

ChaosBench: A Multi-Channel, Physics-Based Benchmark for Subseasonal-to-Seasonal Climate Prediction NeurIPS 2024 Precipitation Downscaling with Spatiotemporal Video Diffusion NeurIPS 2024 SubseasonalClimateUSA: A Dataset for Subseasonal Forecasting and Benchmarking NeurIPS 2023 Learning and Dynamical Models for Sub-seasonal Climate Forecasting: Comparison and Collaboration AAAI 2022 SG-PALM: a Fast Physically Interpretable Tensor Graphical Model ICML 2021 Sub-Seasonal Climate Forecasting via Machine Learning: Challenges, Analysis, and Advances AAAI 2021 Interpretable Predictive Modeling for Climate Variables with Weighted Lasso AAAI 2019