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Weather Forecasting

Papers archive 2025-07-28

archive papers tagged: 420 · with a code link: 188 · where Syntology ran a sample: 67 (58 with a run with no instrument failure, 9 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (67 of 420 tagged: 58 with a run with no instrument failure, 9 where every run was a failure of Syntology's instrument)

Page 4 of 5: papers 301 to 400 of 420, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Weather Prediction with Diffusion Guided by Realistic Forecast Processes
  6 Feb 2024 0 repositories listed
• Comparative Evaluation of Weather Forecasting using Machine Learning Models
  2 Feb 2024 0 repositories listed
• Efficient Subseasonal Weather Forecast using Teleconnection-informed Transformers
  31 Jan 2024 0 repositories listed
• Improving Global Weather and Ocean Wave Forecast with Large Artificial Intelligence Models
  30 Jan 2024 0 repositories listed
• VN-Net: Vision-Numerical Fusion Graph Convolutional Network for Sparse Spatio-Temporal Meteorological Forecasting
  26 Jan 2024 0 repositories listed
• Agricultural Recommendation System based on Deep Learning: A Multivariate Weather Forecasting Approach
  21 Jan 2024 0 repositories listed
• Next-Generation Simulation Illuminates Scientific Problems of Organised Complexity
  18 Jan 2024 0 repositories listed
• Trade-off Between Dependence and Complexity for Nonparametric Learning -- an Empirical Process Approach
  17 Jan 2024 0 repositories listed
• Zero-shot Microclimate Prediction with Deep Learning
  5 Jan 2024 0 repositories listed
• FengWu-4DVar: Coupling the Data-driven Weather Forecasting Model with 4D Variational Assimilation
  16 Dec 2023 0 repositories listed
• FuXi-S2S: A machine learning model that outperforms conventional global subseasonal forecast models
  15 Dec 2023 0 repositories listed
• Do AI models produce better weather forecasts than physics-based models? A quantitative evaluation case study of Storm Ciarán
  5 Dec 2023 0 repositories listed
• SAMSGL: Series-Aligned Multi-Scale Graph Learning for Spatio-Temporal Forecasting
  5 Dec 2023 0 repositories listed
• Kunyu: A High-Performing Global Weather Model Beyond Regression Losses
  4 Dec 2023 0 repositories listed
• Learning to forecast diagnostic parameters using pre-trained weather embedding
  1 Dec 2023 0 repositories listed
• Efficient Baseline for Quantitative Precipitation Forecasting in Weather4cast 2023
  30 Nov 2023 0 repositories listed
• SIAM: A Simple Alternating Mixer for Video Prediction
  20 Nov 2023 0 repositories listed
• Physics-Enhanced TinyML for Real-Time Detection of Ground Magnetic Anomalies
  19 Nov 2023 0 repositories listed
• Towards Climate Variable Prediction with Conditioned Spatio-Temporal Normalizing Flows
  12 Nov 2023 0 repositories listed
• Long-term Time Series Forecasting based on Decomposition and Neural Ordinary Differential Equations
  8 Nov 2023 0 repositories listed
• Mobile Internet Quality Estimation using Self-Tuning Kernel Regression
  4 Nov 2023 0 repositories listed
• FuXi-Extreme: Improving extreme rainfall and wind forecasts with diffusion model
  25 Oct 2023 0 repositories listed
• Generalized Mixture Model for Extreme Events Forecasting in Time Series Data
  11 Oct 2023 0 repositories listed
• CoNO: Complex Neural Operator for Continuous Dynamical Systems
  3 Oct 2023 0 repositories listed
• CoDBench: A Critical Evaluation of Data-driven Models for Continuous Dynamical Systems
  2 Oct 2023 0 repositories listed
• Neural Operators for Accelerating Scientific Simulations and Design
  27 Sep 2023 0 repositories listed
• AI Foundation Models for Weather and Climate: Applications, Design, and Implementation
  19 Sep 2023 0 repositories listed
• PDRL: Multi-Agent based Reinforcement Learning for Predictive Monitoring
  19 Sep 2023 0 repositories listed
• Graph-enabled Reinforcement Learning for Time Series Forecasting with Adaptive Intelligence
  18 Sep 2023 0 repositories listed
• On some limitations of data-driven weather forecasting models
  15 Sep 2023 0 repositories listed
• Rethinking Evaluation Metric for Probability Estimation Models Using Esports Data
  12 Sep 2023 0 repositories listed
• Comparative Evaluation of Metaheuristic Algorithms for Hyperparameter Selection in Short-Term Weather Forecasting
  5 Sep 2023 0 repositories listed
• ARFA: An Asymmetric Receptive Field Autoencoder Model for Spatiotemporal Prediction
  1 Sep 2023 0 repositories listed
• Physics-Based Trajectory Design for Cellular-Connected UAV in Rainy Environments Based on Deep Reinforcement Learning
  31 Aug 2023 0 repositories listed
• Deep Learning Techniques in Extreme Weather Events: A Review
  18 Aug 2023 0 repositories listed
• The Compatibility between the Pangu Weather Forecasting Model and Meteorological Operational Data
  7 Aug 2023 0 repositories listed
• UTOPIA: Universally Trainable Optimal Prediction Intervals Aggregation
  28 Jun 2023 0 repositories listed
• A generic self-supervised learning (SSL) framework for representation learning from spectra-spatial feature of unlabeled remote sensing imagery
  27 Jun 2023 0 repositories listed
• SEEDS: Emulation of Weather Forecast Ensembles with Diffusion Models
  24 Jun 2023 0 repositories listed
• Over-the-Air Federated Learning in Satellite systems
  5 Jun 2023 0 repositories listed
• SwinRDM: Integrate SwinRNN with Diffusion Model towards High-Resolution and High-Quality Weather Forecasting
  5 Jun 2023 0 repositories listed
• Graph Neural Network for spatiotemporal data: methods and applications
  30 May 2023 0 repositories listed
• Stecformer: Spatio-temporal Encoding Cascaded Transformer for Multivariate Long-term Time Series Forecasting
  25 May 2023 0 repositories listed
• β-Variational autoencoders and transformers for reduced-order modelling of fluid flows
  7 Apr 2023 0 repositories listed
• A Joint Model and Data Driven Method for Distributed Estimation
  30 Mar 2023 0 repositories listed
• Intermediate and Future Frame Prediction of Geostationary Satellite Imagery With Warp and Refine Network
  8 Mar 2023 0 repositories listed
• Quantum algorithms applied to satellite mission planning for Earth observation
  14 Feb 2023 0 repositories listed
• Maximising Weather Forecasting Accuracy through the Utilisation of Graph Neural Networks and Dynamic GNNs
  29 Jan 2023 0 repositories listed
• Interpretable and Scalable Graphical Models for Complex Spatio-temporal Processes
  15 Jan 2023 0 repositories listed
• Loss-Controlling Calibration for Predictive Models
  11 Jan 2023 0 repositories listed
• Conformal Loss-Controlling Prediction
  6 Jan 2023 0 repositories listed
• Generative Modeling of High-resolution Global Precipitation Forecasts
  22 Oct 2022 0 repositories listed
• DL-Corrector-Remapper: A grid-free bias-correction deep learning methodology for data-driven high-resolution global weather forecasting
  21 Oct 2022 0 repositories listed
• Inference from Real-World Sparse Measurements
  20 Oct 2022 0 repositories listed
• EarthNets: Empowering AI in Earth Observation
  10 Oct 2022 0 repositories listed
• Deep Convolutional Architectures for Extrapolative Forecast in Time-dependent Flow Problems
  18 Sep 2022 0 repositories listed
• FourCastNet: Accelerating Global High-Resolution Weather Forecasting using Adaptive Fourier Neural Operators
  8 Aug 2022 0 repositories listed
• A Novel Transformer Network with Shifted Window Cross-Attention for Spatiotemporal Weather Forecasting
  2 Aug 2022 0 repositories listed
• Distributed Stochastic Bandit Learning with Delayed Context Observation
  28 Jul 2022 0 repositories listed
• Data-Centric Epidemic Forecasting: A Survey
  19 Jul 2022 0 repositories listed
• Rain regime segmentation of Sentinel-1 observation learning from NEXRAD collocations with Convolution Neural Networks
  15 Jul 2022 0 repositories listed
• DRAformer: Differentially Reconstructed Attention Transformer for Time-Series Forecasting
  11 Jun 2022 0 repositories listed
• Predicting Electricity Infrastructure Induced Wildfire Risk in California
  6 Jun 2022 0 repositories listed
• From Cities to Series: Complex Networks and Deep Learning for Improved Spatial and Temporal Analytics*
  1 Jun 2022 0 repositories listed
• SwinVRNN: A Data-Driven Ensemble Forecasting Model via Learned Distribution Perturbation
  26 May 2022 0 repositories listed
• A Generative Deep Learning Approach to Stochastic Downscaling of Precipitation Forecasts
  5 Apr 2022 0 repositories listed
• Knowledge distillation with error-correcting transfer learning for wind power prediction
  1 Apr 2022 0 repositories listed
• Physics Informed Shallow Machine Learning for Wind Speed Prediction
  1 Apr 2022 0 repositories listed
• Rainformer: Features Extraction Balanced Network for Radar-Based Precipitation Nowcasting
  28 Mar 2022 0 repositories listed
• Less is more: a new machine-learning methodology for spatiotemporal systems
  22 Mar 2022 0 repositories listed
• A Differential Attention Fusion Model Based on Transformer for Time Series Forecasting
  23 Feb 2022 0 repositories listed
• HiSTGNN: Hierarchical Spatio-temporal Graph Neural Networks for Weather Forecasting
  22 Jan 2022 0 repositories listed
• A station-data-based model residual machine learning method for fine-grained meteorological grid prediction
  16 Dec 2021 0 repositories listed
• Efficient spatio-temporal weather forecasting using U-Net
  13 Dec 2021 0 repositories listed
• Deep Probability Estimation
  21 Nov 2021 0 repositories listed
• Quantum-Assisted Support Vector Regression
  17 Nov 2021 0 repositories listed
• Adjoint-Matching Neural Network Surrogates for Fast 4D-Var Data Assimilation
  16 Nov 2021 0 repositories listed
• Time Series Classification Using Convolutional Neural Network On Imbalanced Datasets
  10 Oct 2021 0 repositories listed
• GNSS Radio Occultation on Aerial Platforms with Commercial Off-The-Shelf Receivers
  27 Sep 2021 0 repositories listed
• Accurate and Clear Precipitation Nowcasting with Consecutive Attention and Rain-map Discrimination
  16 Feb 2021 0 repositories listed
• Efficient Reservoir Computing using Field Programmable Gate Array and Electro-optic Modulation
  11 Feb 2021 0 repositories listed
• Discovering dependencies in complex physical systems using Neural Networks
  27 Jan 2021 0 repositories listed
• RainBench: Towards Global Precipitation Forecasting from Satellite Imagery
  17 Dec 2020 0 repositories listed
• Comparison between ARIMA and Deep Learning Models for Temperature Forecasting
  9 Nov 2020 0 repositories listed
• Modeling the Impact of 5G Leakage on Weather Prediction
  31 Aug 2020 0 repositories listed
• Smart Weather Forecasting Using Machine Learning:A Case Study in Tennessee
  25 Aug 2020 0 repositories listed
• Statistical post-processing of wind speed forecasts using convolutional neural networks
  8 Jul 2020 0 repositories listed
• Machine Learning in Heliophysics and Space Weather Forecasting: A White Paper of Findings and Recommendations
  22 Jun 2020 0 repositories listed
• Climbing down Charney's ladder: Machine Learning and the post-Dennard era of computational climate science
  24 May 2020 0 repositories listed
• Automating Turbulence Modeling by Multi-Agent Reinforcement Learning
  18 May 2020 0 repositories listed
• Combining Machine Learning with Knowledge-Based Modeling for Scalable Forecasting and Subgrid-Scale Closure of Large, Complex, Spatiotemporal Systems
  10 Feb 2020 0 repositories listed
• Model Extraction Attacks against Recurrent Neural Networks
  1 Feb 2020 0 repositories listed
• Make Thunderbolts Less Frightening -- Predicting Extreme Weather Using Deep Learning
  3 Dec 2019 0 repositories listed
• Seeing the Wind: Visual Wind Speed Prediction with a Coupled Convolutional and Recurrent Neural Network
  1 Dec 2019 0 repositories listed
• Predicting Weather Uncertainty with Deep Convnets
  2 Nov 2019 0 repositories listed
• Overview of Fault Tolerant Techniques in Underwater Sensor Networks
  2 Oct 2019 0 repositories listed
• MASS-UMAP: Fast and accurate analog ensemble search in weather radar archive
  1 Oct 2019 0 repositories listed
• Statistical and machine learning ensemble modelling to forecast sea surface temperature
  18 Sep 2019 0 repositories listed
• Classi-Fly: Inferring Aircraft Categories from Open Data using Machine Learning
  30 Jul 2019 0 repositories listed
• Identification of synoptic weather types over Taiwan area with multiple classifiers
  21 May 2019 0 repositories listed