| Climate modeling with neural advection–diffusion equation | Jan 31, 2023 | Weather Forecasting | CodeCode Available | 1 | 5 |
| Spatio-Temporal Wind Speed Forecasting using Graph Networks and Novel Transformer Architectures | Aug 29, 2022 | Graph Neural NetworkMultivariate Time Series Forecasting | CodeCode Available | 1 | 5 |
| SmaAt-UNet: Precipitation Nowcasting using a Small Attention-UNet Architecture | Jul 8, 2020 | PredictionWeather Forecasting | CodeCode Available | 1 | 5 |
| Federated Prompt Learning for Weather Foundation Models on Devices | May 23, 2023 | Cloud ComputingFederated Learning | CodeCode Available | 1 | 5 |
| Deep Learning for Koopman Operator Estimation in Idealized Atmospheric Dynamics | Sep 10, 2024 | Deep LearningWeather Forecasting | CodeCode Available | 1 | 5 |
| Deep Learning for Post-Processing Ensemble Weather Forecasts | May 18, 2020 | Deep LearningPrediction | CodeCode Available | 1 | 5 |
| Online Learning with Optimism and Delay | Jun 13, 2021 | BenchmarkingWeather Forecasting | CodeCode Available | 1 | 5 |
| SpoT-Mamba: Learning Long-Range Dependency on Spatio-Temporal Graphs with Selective State Spaces | Jun 17, 2024 | MambaWeather Forecasting | CodeCode Available | 1 | 5 |
| Fitting Laplacian Regularized Stratified Gaussian Models | May 4, 2020 | Weather Forecasting | CodeCode Available | 1 | 5 |
| EWMoE: An effective model for global weather forecasting with mixture-of-experts | May 9, 2024 | Mixture-of-ExpertsWeather Forecasting | CodeCode Available | 1 | 5 |
| Simple Baseline for Weather Forecasting Using Spatiotemporal Context Aggregation Network | Dec 6, 2022 | Deep LearningWeather Forecasting | CodeCode Available | 1 | 5 |
| Adaptive Graph Convolutional Recurrent Network for Traffic Forecasting | Jul 6, 2020 | Graph GenerationGraph Neural Network | CodeCode Available | 1 | 5 |
| Addressing Prediction Delays in Time Series Forecasting: A Continuous GRU Approach with Derivative Regularization | Jun 29, 2024 | Dynamic Time WarpingPrediction | CodeCode Available | 1 | 5 |
| PromptCast: A New Prompt-based Learning Paradigm for Time Series Forecasting | Sep 20, 2022 | Language ModellingRepresentation Learning | CodeCode Available | 1 | 5 |
| FuXi: A cascade machine learning forecasting system for 15-day global weather forecast | Jun 22, 2023 | Weather Forecasting | CodeCode Available | 1 | 5 |
| Shifts: A Dataset of Real Distributional Shift Across Multiple Large-Scale Tasks | Jul 15, 2021 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Skillful Twelve Hour Precipitation Forecasts using Large Context Neural Networks | Nov 14, 2021 | energy managementManagement | CodeCode Available | 1 | 5 |
| Probabilistic Forecasting with Generative Networks via Scoring Rule Minimization | Dec 15, 2021 | scoring ruleUncertainty Quantification | CodeCode Available | 1 | 5 |
| Stochastic Super-Resolution for Downscaling Time-Evolving Atmospheric Fields with a Generative Adversarial Network | May 20, 2020 | Generative Adversarial NetworkSuper-Resolution | CodeCode Available | 1 | 5 |
| Towards an end-to-end artificial intelligence driven global weather forecasting system | Dec 18, 2023 | Weather Forecasting | CodeCode Available | 1 | 5 |
| DiffDA: a Diffusion Model for Weather-scale Data Assimilation | Jan 11, 2024 | DenoisingWeather Forecasting | CodeCode Available | 1 | 5 |
| W-MAE: Pre-trained weather model with masked autoencoder for multi-variable weather forecasting | Apr 18, 2023 | DiagnosticPrecipitation Forecasting | CodeCode Available | 1 | 5 |
| Scaling Spherical CNNs | Jun 8, 2023 | Weather Forecasting | CodeCode Available | 1 | 5 |
| Regression Conformal Prediction under Bias | Oct 7, 2024 | Computed Tomography (CT)Conformal Prediction | CodeCode Available | 0 | 5 |
| Robust and Conjugate Spatio-Temporal Gaussian Processes | Feb 4, 2025 | Gaussian ProcessesUncertainty Quantification | CodeCode Available | 0 | 5 |
| Real-time Linear Operator Construction and State Estimation with the Kalman Filter | Jan 30, 2020 | State EstimationWeather Forecasting | CodeCode Available | 0 | 5 |
| QuLTSF: Long-Term Time Series Forecasting with Quantum Machine Learning | Dec 18, 2024 | Quantum Machine LearningTime Series | CodeCode Available | 0 | 5 |
| Reducing Smoothness with Expressive Memory Enhanced Hierarchical Graph Neural Networks | Apr 1, 2025 | Time SeriesWeather Forecasting | CodeCode Available | 0 | 5 |
| Differentiable Physics-informed Graph Networks | Feb 8, 2019 | Inductive LearningWeather Forecasting | CodeCode Available | 0 | 5 |
| Towards Instance-Wise Calibration: Local Amortized Diagnostics and Reshaping of Conditional Densities (LADaR) | May 29, 2022 | Conformal PredictionDensity Estimation | CodeCode Available | 0 | 5 |
| CaFA: Global Weather Forecasting with Factorized Attention on Sphere | May 12, 2024 | PredictionWeather Forecasting | CodeCode Available | 0 | 5 |
| Adaptive learning of effective dynamics: Adaptive real-time, online modeling for complex systems | Apr 4, 2023 | Weather Forecasting | CodeCode Available | 0 | 5 |
| Probabilistic neural operators for functional uncertainty quantification | Feb 18, 2025 | Uncertainty QuantificationWeather Forecasting | CodeCode Available | 0 | 5 |
| Deep Uncertainty Quantification: A Machine Learning Approach for Weather Forecasting | Dec 22, 2018 | BIG-bench Machine LearningUncertainty Quantification | CodeCode Available | 0 | 5 |
| Deep recurrent Gaussian process with variational Sparse Spectrum approximation | Sep 27, 2019 | Autonomous DrivingWeather Forecasting | CodeCode Available | 0 | 5 |
| Deep Recurrent Gaussian Process with Variational Sparse Spectrum Approximation | Nov 2, 2017 | Autonomous DrivingVariational Inference | CodeCode Available | 0 | 5 |
| Predicting Landfall's Location and Time of a Tropical Cyclone Using Reanalysis Data | Mar 30, 2021 | Weather Forecasting | CodeCode Available | 0 | 5 |
| Seeing the Wind: Visual Wind Speed Prediction with a Coupled Convolutional and Recurrent Neural Network | May 30, 2019 | Weather Forecasting | CodeCode Available | 0 | 5 |
| A Variational U-Net for Weather Forecasting | Nov 5, 2021 | Weather Forecasting | CodeCode Available | 0 | 5 |
| On the Relationship Between Ground- and Satellite- Based Global Horizontal Irradiance | Jun 15, 2022 | Weather Forecasting | CodeCode Available | 0 | 5 |
| OceanNet: A principled neural operator-based digital twin for regional oceans | Oct 1, 2023 | Weather Forecasting | CodeCode Available | 0 | 5 |
| Parity Calibration | May 29, 2023 | Epidemiologyregression | CodeCode Available | 0 | 5 |
| Observation-Guided Meteorological Field Downscaling at Station Scale: A Benchmark and a New Method | Jan 22, 2024 | Super-ResolutionWeather Forecasting | CodeCode Available | 0 | 5 |
| A case study of spatiotemporal forecasting techniques for weather forecasting | Sep 29, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| AtmosMJ: Revisiting Gating Mechanism for AI Weather Forecasting Beyond the Year Scale | Jun 11, 2025 | GPUWeather Forecasting | CodeCode Available | 0 | 5 |
| Data-driven rainfall prediction at a regional scale: a case study with Ghana | Oct 17, 2024 | Weather Forecasting | CodeCode Available | 0 | 5 |
| Neural Dynamics on Complex Networks | Aug 18, 2019 | Weather Forecasting | CodeCode Available | 0 | 5 |
| Combining distribution-based neural networks to predict weather forecast probabilities | Mar 26, 2021 | Computational EfficiencyWeather Forecasting | CodeCode Available | 0 | 5 |
| Data Assimilation using ERA5, ASOS, and the U-STN model for Weather Forecasting over the UK | Jan 15, 2024 | Weather Forecasting | CodeCode Available | 0 | 5 |
| Long-term stability and generalization of observationally-constrained stochastic data-driven models for geophysical turbulence | May 9, 2022 | Transfer LearningWeather Forecasting | CodeCode Available | 0 | 5 |
