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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 3 of 5: papers 201 to 300 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.

• Democracy of AI Numerical Weather Models: An Example of Global Forecasting with FourCastNetv2 Made by a University Research Lab Using GPU
  23 Apr 2025 0 repositories listed
• Pets: General Pattern Assisted Architecture For Time Series Analysis
  19 Apr 2025 0 repositories listed
• Segregation and Context Aggregation Network for Real-time Cloud Segmentation
  19 Apr 2025 0 repositories listed
• Joint Retrieval of Cloud properties using Attention-based Deep Learning Models
  4 Apr 2025 0 repositories listed
• Attention Mamba: Time Series Modeling with Adaptive Pooling Acceleration and Receptive Field Enhancements
  2 Apr 2025 0 repositories listed
• Example-Based Concept Analysis Framework for Deep Weather Forecast Models
  1 Apr 2025 0 repositories listed
• Explainable AI-Based Interface System for Weather Forecasting Model
  1 Apr 2025 0 repositories listed
• Quantum-Assisted Machine Learning Models for Enhanced Weather Prediction
  30 Mar 2025 0 repositories listed
• A Spatial-temporal Deep Probabilistic Diffusion Model for Reliable Hail Nowcasting with Radar Echo Extrapolation
  26 Mar 2025 0 repositories listed
• Data-driven Mesoscale Weather Forecasting Combining Swin-Unet and Diffusion Models
  25 Mar 2025 0 repositories listed
• FuXi-RTM: A Physics-Guided Prediction Framework with Radiative Transfer Modeling
  25 Mar 2025 0 repositories listed
• Towards Location-Specific Precipitation Projections Using Deep Neural Networks
  18 Mar 2025 0 repositories listed
• CNCast: Leveraging 3D Swin Transformer and DiT for Enhanced Regional Weather Forecasting
  16 Mar 2025 0 repositories listed
• A Real-time Multimodal Transformer Neural Network-powered Wildfire Forecasting System
  7 Mar 2025 0 repositories listed
• ClimateLLM: Efficient Weather Forecasting via Frequency-Aware Large Language Models
  16 Feb 2025 0 repositories listed
• A Machine Learning-Ready Data Processing Tool for Near Real-Time Forecasting
  12 Feb 2025 0 repositories listed
• Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion
  11 Feb 2025 0 repositories listed
• Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution
  9 Feb 2025 0 repositories listed
• BARNN: A Bayesian Autoregressive and Recurrent Neural Network
  30 Jan 2025 0 repositories listed
• WSSM: Geographic-enhanced hierarchical state-space model for global station weather forecast
  20 Jan 2025 0 repositories listed
• QGAPHEnsemble : Combining Hybrid QLSTM Network Ensemble via Adaptive Weighting for Short Term Weather Forecasting
  18 Jan 2025 0 repositories listed
• A framework for IoT-Enabled Smart Agriculture
  17 Jan 2025 0 repositories listed
• FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation
  13 Jan 2025 0 repositories listed
• Weather-Driven Priority Charging for Battery Storage Systems in Hybrid Renewable Energy Grids
  10 Jan 2025 0 repositories listed
• Enforcing Fundamental Relations via Adversarial Attacks on Input Parameter Correlations
  9 Jan 2025 0 repositories listed
• LWFNet: Coherent Doppler Wind Lidar-Based Network for Wind Field Retrieval
  5 Jan 2025 0 repositories listed
• General Information Metrics for Improving AI Model Training Efficiency
  2 Jan 2025 0 repositories listed
• OMG-HD: A High-Resolution AI Weather Model for End-to-End Forecasts from Observations
  24 Dec 2024 0 repositories listed
• Is AI Robust Enough for Scientific Research?
  19 Dec 2024 0 repositories listed
• Learning and Current Prediction of PMSM Drive via Differential Neural Networks
  12 Dec 2024 0 repositories listed
• Accurate Prediction of Temperature Indicators in Eastern China Using a Multi-Scale CNN-LSTM-Attention model
  11 Dec 2024 0 repositories listed
• Regional Weather Variable Predictions by Machine Learning with Near-Surface Observational and Atmospheric Numerical Data
  11 Dec 2024 0 repositories listed
• CA-MoE: Channel-Adapted MoE for Incremental Weather Forecasting
  3 Dec 2024 0 repositories listed
• Spatio-temporal Causal Learning for Streamflow Forecasting
  26 Nov 2024 0 repositories listed
• Tackling Data Heterogeneity in Federated Time Series Forecasting
  24 Nov 2024 0 repositories listed
• Exploring the Use of Machine Learning Weather Models in Data Assimilation
  22 Nov 2024 0 repositories listed
• Global spatio-temporal downscaling of ERA5 precipitation through generative AI
  22 Nov 2024 0 repositories listed
• Resolution-Agnostic Transformer-based Climate Downscaling
  22 Nov 2024 0 repositories listed
• Transforming the Hybrid Cloud for Emerging AI Workloads
  20 Nov 2024 0 repositories listed
• Leadsee-Precip: A Deep Learning Diagnostic Model for Precipitation
  19 Nov 2024 0 repositories listed
• Machine learning-based probabilistic forecasting of solar irradiance in Chile
  17 Nov 2024 0 repositories listed
• DaYu: Data-Driven Model for Geostationary Satellite Observed Cloud Images Forecasting
  15 Nov 2024 0 repositories listed
• Advancing Meteorological Forecasting: AI-based Approach to Synoptic Weather Map Analysis
  8 Nov 2024 0 repositories listed
• WeatherGFM: Learning A Weather Generalist Foundation Model via In-context Learning
  8 Nov 2024 0 repositories listed
• LE-PDE++: Mamba for accelerating PDEs Simulations
  4 Nov 2024 0 repositories listed
• PACER: Physics Informed Uncertainty Aware Climate Emulator
  29 Oct 2024 0 repositories listed
• Evaluating and Improving Automatic Speech Recognition Systems for Korean Meteorological Experts
  24 Oct 2024 0 repositories listed
• Modulated Adaptive Fourier Neural Operators for Temporal Interpolation of Weather Forecasts
  24 Oct 2024 0 repositories listed
• Recommendations for Comprehensive and Independent Evaluation of Machine Learning-Based Earth System Models
  24 Oct 2024 0 repositories listed
• Deep Learning for Weather Forecasting: A CNN-LSTM Hybrid Model for Predicting Historical Temperature Data
  19 Oct 2024 0 repositories listed
• Exploring the design space of deep-learning-based weather forecasting systems
  9 Oct 2024 0 repositories listed
• Gridded Transformer Neural Processes for Large Unstructured Spatio-Temporal Data
  9 Oct 2024 0 repositories listed
• YanTian: An Application Platform for AI Global Weather Forecasting Models
  6 Oct 2024 0 repositories listed
• Masked Autoregressive Model for Weather Forecasting
  30 Sep 2024 0 repositories listed
• Robustness of AI-based weather forecasts in a changing climate
  27 Sep 2024 0 repositories listed
• WeatherFormer: Empowering Global Numerical Weather Forecasting with Space-Time Transformer
  21 Sep 2024 0 repositories listed
• Super Resolution On Global Weather Forecasts
  17 Sep 2024 0 repositories listed
• Weather Prediction Using CNN-LSTM for Time Series Analysis: A Case Study on Delhi Temperature Data
  14 Sep 2024 0 repositories listed
• Regional data-driven weather modeling with a global stretched-grid
  4 Sep 2024 0 repositories listed
• PuYun: Medium-Range Global Weather Forecasting Using Large Kernel Attention Convolutional Networks
  1 Sep 2024 0 repositories listed
• Latent-EnSF: A Latent Ensemble Score Filter for High-Dimensional Data Assimilation with Sparse Observation Data
  29 Aug 2024 0 repositories listed
• Causal machine learning for sustainable agroecosystems
  23 Aug 2024 0 repositories listed
• Kilometer-Scale Convection Allowing Model Emulation using Generative Diffusion Modeling
  20 Aug 2024 0 repositories listed
• LightWeather: Harnessing Absolute Positional Encoding to Efficient and Scalable Global Weather Forecasting
  19 Aug 2024 0 repositories listed
• MetMamba: Regional Weather Forecasting with Spatial-Temporal Mamba Model
  12 Aug 2024 0 repositories listed
• Inter-Series Transformer: Attending to Products in Time Series Forecasting
  7 Aug 2024 0 repositories listed
• Machine Learning for Predicting Chaotic Systems
  29 Jul 2024 0 repositories listed
• Super Resolution for Renewable Energy Resource Data With Wind From Reanalysis Data (Sup3rWind) and Application to Ukraine
  26 Jul 2024 0 repositories listed
• Ensemble data assimilation to diagnose AI-based weather prediction model: A case with ClimaX version 0.3.1
  25 Jul 2024 0 repositories listed
• A Multi-Level Hierarchical Framework for the Classification of Weather Conditions and Hazard Prediction
  23 Jul 2024 0 repositories listed
• Is That Rain? Understanding Effects on Visual Odometry Performance for Autonomous UAVs and Efficient DNN-based Rain Classification at the Edge
  17 Jul 2024 0 repositories listed
• A Scalable Real-Time Data Assimilation Framework for Predicting Turbulent Atmosphere Dynamics
  16 Jul 2024 0 repositories listed
• Global atmospheric data assimilation with multi-modal masked autoencoders
  16 Jul 2024 0 repositories listed
• TriQXNet: Forecasting Dst Index from Solar Wind Data Using an Interpretable Parallel Classical-Quantum Framework with Uncertainty Quantification
  9 Jul 2024 0 repositories listed
• AI for Extreme Event Modeling and Understanding: Methodologies and Challenges
  28 Jun 2024 0 repositories listed
• VarteX: Enhancing Weather Forecast through Distributed Variable Representation
  28 Jun 2024 0 repositories listed Syntology 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples)
• Neural Incremental Data Assimilation
  21 Jun 2024 0 repositories listed
• Valid Error Bars for Neural Weather Models using Conformal Prediction
  20 Jun 2024 0 repositories listed
• Solarcast-ML: Per Node GraphCast Extension for Solar Energy Production
  19 Jun 2024 0 repositories listed
• ACE Metric: Advection and Convection Evaluation for Accurate Weather Forecasting
  7 Jun 2024 0 repositories listed
• FNP: Fourier Neural Processes for Arbitrary-Resolution Data Assimilation
  3 Jun 2024 0 repositories listed
• Sheaf HyperNetworks for Personalized Federated Learning
  31 May 2024 0 repositories listed
• SFANet: Spatial-Frequency Attention Network for Weather Forecasting
  29 May 2024 0 repositories listed
• Enhanced Spatiotemporal Prediction Using Physical-guided And Frequency-enhanced Recurrent Neural Networks
  23 May 2024 0 repositories listed
• Extreme Solar Flare Prediction Using Residual Networks with HMI Magnetograms and Intensitygrams
  23 May 2024 0 repositories listed
• Data Assimilation with Machine Learning Surrogate Models: A Case Study with FourCastNet
  21 May 2024 0 repositories listed
• Decomposing weather forecasting into advection and convection with neural networks
  10 May 2024 0 repositories listed
• FuXi-ENS: A machine learning model for medium-range ensemble weather forecasting
  9 May 2024 0 repositories listed
• Prévisions météorologiques basées sur l'intelligence artificielle : une révolution peut en cacher une autre
  4 May 2024 0 repositories listed
• Aardvark weather: end-to-end data-driven weather forecasting
  30 Mar 2024 0 repositories listed
• Global Vegetation Modeling with Pre-Trained Weather Transformers
  27 Mar 2024 0 repositories listed
• Explainable Graph Neural Networks for Observation Impact Analysis in Atmospheric State Estimation
  26 Mar 2024 0 repositories listed
• An ensemble of data-driven weather prediction models for operational sub-seasonal forecasting
  22 Mar 2024 0 repositories listed
• Deep learning-based method for weather forecasting: A case study in Itoshima
  22 Mar 2024 0 repositories listed
• Application of Tensorized Neural Networks for Cloud Classification
  21 Mar 2024 0 repositories listed
• STC-ViT: Spatio Temporal Continuous Vision Transformer for Weather Forecasting
  28 Feb 2024 0 repositories listed
• CloudNine: Analyzing Meteorological Observation Impact on Weather Prediction Using Explainable Graph Neural Networks
  21 Feb 2024 0 repositories listed
• HEAL-ViT: Vision Transformers on a spherical mesh for medium-range weather forecasting
  14 Feb 2024 0 repositories listed
• Advancing Data-driven Weather Forecasting: Time-Sliding Data Augmentation of ERA5
  13 Feb 2024 0 repositories listed
• Denoising Diffusion Probabilistic Models in Six Simple Steps
  6 Feb 2024 0 repositories listed

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.