| Precipitation nowcasting with generative diffusion models | Aug 13, 2023 | DenoisingPrediction | CodeCode Available | 1 | 5 |
| Scaling Spherical CNNs | Jun 8, 2023 | Weather Forecasting | CodeCode Available | 1 | 5 |
| Skillful Twelve Hour Precipitation Forecasts using Large Context Neural Networks | Nov 14, 2021 | energy managementManagement | CodeCode Available | 1 | 5 |
| GMG: A Video Prediction Method Based on Global Focus and Motion Guided | Mar 14, 2025 | Video PredictionWeather Forecasting | CodeCode Available | 1 | 5 |
| Adaptive Graph Convolutional Recurrent Network for Traffic Forecasting | Jul 6, 2020 | Graph GenerationGraph Neural Network | CodeCode Available | 1 | 5 |
| Fixing the Double Penalty in Data-Driven Weather Forecasting Through a Modified Spherical Harmonic Loss Function | Jan 31, 2025 | Weather Forecasting | CodeCode Available | 1 | 5 |
| HR-Extreme: A High-Resolution Dataset for Extreme Weather Forecasting | Sep 27, 2024 | Deep LearningPrediction | CodeCode Available | 1 | 5 |
| Graph Neural Controlled Differential Equations for Traffic Forecasting | Dec 7, 2021 | Spatio-Temporal ForecastingTime Series Forecasting | CodeCode Available | 1 | 5 |
| Forecasting Tropical Cyclones with Cascaded Diffusion Models | Oct 2, 2023 | SSIMSuper-Resolution | CodeCode Available | 1 | 5 |
| SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology | Dec 1, 2020 | DescriptiveWeather Forecasting | CodeCode Available | 1 | 5 |
| Huge Ensembles Part II: Properties of a Huge Ensemble of Hindcasts Generated with Spherical Fourier Neural Operators | Aug 2, 2024 | Uncertainty QuantificationWeather Forecasting | CodeCode Available | 1 | 5 |
| Estimating Epistemic and Aleatoric Uncertainty with a Single Model | Feb 5, 2024 | Computed Tomography (CT)CT Reconstruction | CodeCode Available | 1 | 5 |
| Online Learning with Optimism and Delay | Jun 13, 2021 | BenchmarkingWeather 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 |
| Peri-midFormer: Periodic Pyramid Transformer for Time Series Analysis | Nov 7, 2024 | Anomaly DetectionClassification | CodeCode Available | 1 | 5 |
| Conditional Local Convolution for Spatio-temporal Meteorological Forecasting | Jan 4, 2021 | Spatio-Temporal ForecastingWeather Forecasting | CodeCode Available | 1 | 5 |
| ENS-10: A Dataset For Post-Processing Ensemble Weather Forecasts | Jun 29, 2022 | Weather Forecasting | CodeCode Available | 1 | 5 |
| Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Forecasting | Oct 9, 2024 | Weather Forecasting | CodeCode Available | 1 | 5 |
| Elucidated Rolling Diffusion Models for Probabilistic Weather Forecasting | Jun 24, 2025 | DenoisingWeather Forecasting | CodeCode Available | 1 | 5 |
| More layers! End-to-end regression and uncertainty on tabular data with deep learning | Dec 7, 2021 | parameter estimationregression | CodeCode Available | 1 | 5 |
| Non-Stationary Time Series Forecasting Based on Fourier Analysis and Cross Attention Mechanism | May 11, 2025 | Financial AnalysisTime Series | CodeCode Available | 1 | 5 |
| Physics-constrained deep learning postprocessing of temperature and humidity | Dec 7, 2022 | Deep LearningPhysics-informed machine learning | CodeCode Available | 1 | 5 |
| Multiscale Simulations of Complex Systems by Learning their Effective Dynamics | Jun 24, 2020 | Drug DesignWeather Forecasting | CodeCode Available | 1 | 5 |
| Learning to Accelerate Partial Differential Equations via Latent Global Evolution | Jun 15, 2022 | Weather Forecasting | CodeCode Available | 1 | 5 |
| Disentangling Physical Dynamics from Unknown Factors for Unsupervised Video Prediction | Mar 3, 2020 | DisentanglementPrediction | CodeCode Available | 1 | 5 |
| DiffDA: a Diffusion Model for Weather-scale Data Assimilation | Jan 11, 2024 | DenoisingWeather Forecasting | CodeCode Available | 1 | 5 |
| LaDCast: A Latent Diffusion Model for Medium-Range Ensemble Weather Forecasting | Jun 10, 2025 | Uncertainty QuantificationWeather Forecasting | CodeCode Available | 1 | 5 |
| Efficient Localized Adaptation of Neural Weather Forecasting: A Case Study in the MENA Region | Sep 11, 2024 | parameter-efficient fine-tuningWeather Forecasting | CodeCode Available | 1 | 5 |
| Analyzing Koopman approaches to physics-informed machine learning for long-term sea-surface temperature forecasting | Sep 15, 2020 | BIG-bench Machine LearningPhysics-informed machine learning | CodeCode Available | 1 | 5 |
| Deep Switching Auto-Regressive Factorization:Application to Time Series Forecasting | Sep 10, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 1 | 5 |
| Comparing and Contrasting Deep Learning Weather Prediction Backbones on Navier-Stokes and Atmospheric Dynamics | Jul 19, 2024 | Graph Neural NetworkWeather Forecasting | CodeCode Available | 1 | 5 |
| Deterministic Guidance Diffusion Model for Probabilistic Weather Forecasting | Dec 5, 2023 | modelWeather Forecasting | CodeCode Available | 1 | 5 |
| KARINA: An Efficient Deep Learning Model for Global Weather Forecast | Mar 13, 2024 | Deep LearningWeather Forecasting | CodeCode Available | 1 | 5 |
| Methodology for forecasting and optimization in IEEE-CIS 3rd Technical Challenge | Feb 2, 2022 | Load ForecastingMultivariate Time Series Forecasting | CodeCode Available | 1 | 5 |
| ArchesWeather: An efficient AI weather forecasting model at 1.5° resolution | May 23, 2024 | GPUWeather Forecasting | CodeCode Available | 1 | 5 |
| Climate Modeling with Neural Diffusion Equations | Nov 11, 2021 | Weather Forecasting | CodeCode Available | 1 | 5 |
| Climate modeling with neural advection–diffusion equation | Jan 31, 2023 | Weather Forecasting | CodeCode Available | 1 | 5 |
| An Open-source Tool for Hyperspectral Image Augmentation in Tensorflow | Mar 30, 2020 | Data AugmentationDeep Learning | CodeCode Available | 1 | 5 |
| Continuous Ensemble Weather Forecasting with Diffusion models | Oct 7, 2024 | Weather Forecasting | CodeCode Available | 1 | 5 |
| Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting | Jun 13, 2015 | BIG-bench Machine LearningVideo Prediction | CodeCode Available | 1 | 5 |
| DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling | Jan 4, 2024 | Weather Forecasting | CodeCode Available | 1 | 5 |
| Deep multi-stations weather forecasting: explainable recurrent convolutional neural networks | Sep 23, 2020 | Deep AttentionDeep Learning | CodeCode Available | 1 | 5 |
| A Benchmark for AI-based Weather Data Assimilation | Aug 21, 2024 | Weather Forecasting | CodeCode Available | 1 | 5 |
| FourCastNeXt: Optimizing FourCastNet Training for Limited Compute | Jan 10, 2024 | Model OptimizationWeather Forecasting | CodeCode Available | 1 | 5 |
| Inducing Point Operator Transformer: A Flexible and Scalable Architecture for Solving PDEs | Dec 18, 2023 | Weather Forecasting | CodeCode Available | 1 | 5 |
| ClimateBench-M: A Multi-Modal Climate Data Benchmark with a Simple Generative Method | Apr 10, 2025 | Time SeriesWeather Forecasting | 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 |
| GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting | Jan 18, 2024 | Weather Forecasting | CodeCode Available | 1 | 5 |
| Deep Learning for Koopman Operator Estimation in Idealized Atmospheric Dynamics | Sep 10, 2024 | Deep LearningWeather Forecasting | CodeCode Available | 1 | 5 |
