| Koopman neural operator as a mesh-free solver of non-linear partial differential equations | Jan 24, 2023 | Precipitation Forecasting | CodeCode Available | 2 |
| Adaptive Bias Correction for Improved Subseasonal Forecasting | Sep 21, 2022 | ManagementPrecipitation Forecasting | CodeCode Available | 1 |
| Benchmark Dataset for Precipitation Forecasting by Post-Processing the Numerical Weather Prediction | Jun 30, 2022 | Computational EfficiencyPrecipitation Forecasting | CodeCode Available | 1 |
| Data-driven Precipitation Nowcasting Using Satellite Imagery | Dec 16, 2024 | Precipitation Forecasting | CodeCode Available | 1 |
| Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting | Jan 15, 2024 | Graph AttentionGraph Embedding | CodeCode Available | 1 |
| MetNet: A Neural Weather Model for Precipitation Forecasting | Mar 24, 2020 | modelPrecipitation Forecasting | CodeCode Available | 1 |
| PostRainBench: A comprehensive benchmark and a new model for precipitation forecasting | Oct 4, 2023 | NWP Post-processingPrecipitation Forecasting | CodeCode Available | 1 |
| PreDiff: Precipitation Nowcasting with Latent Diffusion Models | Jul 19, 2023 | DenoisingEarth Observation | CodeCode Available | 1 |
| Short-term Precipitation Forecasting in The Netherlands: An Application of Convolutional LSTM neural networks to weather radar data | Dec 2, 2023 | Precipitation ForecastingTemporal Sequences | CodeCode Available | 1 |
| Skillful Twelve Hour Precipitation Forecasts using Large Context Neural Networks | Nov 14, 2021 | energy managementManagement | CodeCode Available | 1 |
| SRNDiff: Short-term Rainfall Nowcasting with Condition Diffusion Model | Feb 21, 2024 | DecoderDenoising | CodeCode Available | 1 |
| TCP-Diffusion: A Multi-modal Diffusion Model for Global Tropical Cyclone Precipitation Forecasting with Change Awareness | Oct 17, 2024 | Precipitation Forecasting | CodeCode Available | 1 |
| W-MAE: Pre-trained weather model with masked autoencoder for multi-variable weather forecasting | Apr 18, 2023 | DiagnosticPrecipitation Forecasting | CodeCode Available | 1 |
| Hybrid Scheme of Kinematic Analysis and Lagrangian Koopman Operator Analysis for Short-term Precipitation Forecasting | Jun 3, 2020 | Precipitation Forecasting | —Unverified | 0 |
| Deep learning for precipitation nowcasting: A survey from the perspective of time series forecasting | Jun 7, 2024 | Deep LearningPrecipitation Forecasting | —Unverified | 0 |
| Deep Probability Estimation | Nov 21, 2021 | Autonomous VehiclesBinary Classification | —Unverified | 0 |
| Efficient Baseline for Quantitative Precipitation Forecasting in Weather4cast 2023 | Nov 30, 2023 | Decision MakingPrecipitation Forecasting | —Unverified | 0 |
| Extreme precipitation forecasting using attention augmented convolutions | Jan 31, 2022 | BIG-bench Machine LearningManagement | —Unverified | 0 |
| Generative Modeling of High-resolution Global Precipitation Forecasts | Oct 22, 2022 | Deep LearningGenerative Adversarial Network | —Unverified | 0 |
| Analogue Forecast System for Daily Precipitation Prediction Using Autoencoder Feature Extraction: Application in Hong Kong | Jan 6, 2025 | Precipitation Forecasting | —Unverified | 0 |
| Multi-model Ensemble Analysis with Neural Network Gaussian Processes | Feb 8, 2022 | Gaussian ProcessesGPR | —Unverified | 0 |
| PAUNet: Precipitation Attention-based U-Net for rain prediction from satellite radiance data | Nov 30, 2023 | ManagementPrecipitation Forecasting | —Unverified | 0 |
| STAA: Spatio-Temporal Alignment Attention for Short-Term Precipitation Forecasting | Sep 6, 2024 | Precipitation Forecasting | —Unverified | 0 |
| Precipitation Nowcasting Using Diffusion Transformer with Causal Attention | Oct 17, 2024 | Precipitation Forecasting | —Unverified | 0 |
| Skillful High-Resolution Ensemble Precipitation Forecasting with an Integrated Deep Learning Framework | Jan 6, 2025 | Precipitation Forecasting | —Unverified | 0 |
