| Estimating Epistemic and Aleatoric Uncertainty with a Single Model | Feb 5, 2024 | Computed Tomography (CT)CT Reconstruction | CodeCode Available | 1 | 5 |
| Deep coastal sea elements forecasting using U-Net based models | Nov 6, 2020 | Weather 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 |
| 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 |
| ClimateBench-M: A Multi-Modal Climate Data Benchmark with a Simple Generative Method | Apr 10, 2025 | Time SeriesWeather 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 |
| Deep multi-stations weather forecasting: explainable recurrent convolutional neural networks | Sep 23, 2020 | Deep AttentionDeep Learning | 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 |
| Chickenpox Cases in Hungary: a Benchmark Dataset for Spatiotemporal Signal Processing with Graph Neural Networks | Feb 16, 2021 | BIG-bench Machine LearningGraph Neural Network | CodeCode Available | 1 | 5 |
| Multiscale Simulations of Complex Systems by Learning their Effective Dynamics | Jun 24, 2020 | Drug DesignWeather 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 |
| Deep Switching Auto-Regressive Factorization:Application to Time Series Forecasting | Sep 10, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 1 | 5 |
| Disentangling Physical Dynamics from Unknown Factors for Unsupervised Video Prediction | Mar 3, 2020 | DisentanglementPrediction | CodeCode Available | 1 | 5 |
| Uncertainty quantification for data-driven weather models | Mar 20, 2024 | Decision MakingUncertainty Quantification | CodeCode Available | 1 | 5 |
| Uncertainty Quantification of Surrogate Models using Conformal Prediction | Aug 19, 2024 | Conformal PredictionPrediction | CodeCode Available | 1 | 5 |
| Fitting Laplacian Regularized Stratified Gaussian Models | May 4, 2020 | Weather Forecasting | CodeCode Available | 1 | 5 |
| Peri-midFormer: Periodic Pyramid Transformer for Time Series Analysis | Nov 7, 2024 | Anomaly DetectionClassification | CodeCode Available | 1 | 5 |
| DiffDA: a Diffusion Model for Weather-scale Data Assimilation | Jan 11, 2024 | DenoisingWeather Forecasting | 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 |
| Skillful Twelve Hour Precipitation Forecasts using Large Context Neural Networks | Nov 14, 2021 | energy managementManagement | CodeCode Available | 1 | 5 |
| Neural Dynamics on Complex Networks | Aug 18, 2019 | Weather Forecasting | CodeCode Available | 0 | 5 |
| Differentiable Physics-informed Graph Networks | Feb 8, 2019 | Inductive LearningWeather Forecasting | CodeCode Available | 0 | 5 |
