天气预报论文趋势 2023–2026

数值天气与 AI

统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 356 篇被归入该主题的论文。

主要结论

每年论文数

各会议论文数

按年份和会议统计

天气预报论文数，按年份和会议
年份NeurIPSICLRICMLCVPR合计
20231074526
2024291624877
2025372229795
202661345211158

代表论文

按年份和会议均匀挑选，方便快速看到每一届的样貌

全部天气预报论文

年份全部2023202420252026
会议全部NeurIPSICLRICMLCVPR

共 356 篇，第 5 / 8 页

  1. ICML 2025Linear Transformers as VAR Models: Aligning Autoregressive Attention Mechanisms with Autoregressive Forecasting
  2. ICML 2025Non-stationary Diffusion For Probabilistic Time Series Forecasting
  3. ICML 2025OneForecast: A Universal Framework for Global and Regional Weather Forecasting
  4. ICML 2025Patch-wise Structural Loss for Time Series Forecasting
  5. ICML 2025Relational Conformal Prediction for Correlated Time Series
  6. ICML 2025Shifting Time: Time-series Forecasting with Khatri-Rao Neural Operators
  7. ICML 2025SKOLR: Structured Koopman Operator Linear RNN for Time-Series Forecasting
  8. ICML 2025TCP-Diffusion: A Multi-modal Diffusion Model for Global Tropical Cyclone Precipitation Forecasting with Change Awareness
  9. ICML 2025Temporal Query Network for Efficient Multivariate Time Series Forecasting
  10. ICML 2025TimeBridge: Non-Stationarity Matters for Long-term Time Series Forecasting
  11. ICML 2025TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting
  12. ICML 2025TimeStacker: A Novel Framework with Multilevel Observation for Capturing Nonstationary Patterns in Time Series Forecasting
  13. ICML 2025Training Flexible Models of Genetic Variant Effects from Functional Annotations using Accelerated Linear Algebra
  14. ICML 2025WAVE: Weighted Autoregressive Varying Gate for Time Series Forecasting
  15. ICML 2025When Will It Fail?: Anomaly to Prompt for Forecasting Future Anomalies in Time Series
  16. ICML 2025Winner-takes-all for Multivariate Probabilistic Time Series Forecasting
  17. NeurIPS 2025AliO: Output Alignment Matters in Long-Term Time Series Forecasting
  18. NeurIPS 2025Bubbleformer: Forecasting Boiling with Transformers
  19. NeurIPS 2025Conformal Prediction for Time-series Forecasting with Change Points
  20. NeurIPS 2025DAWP: A framework for global observation forecasting via Data Assimilation and Weather Prediction in satellite observation space
  21. NeurIPS 2025DBLoss: Decomposition-based Loss Function for Time Series Forecasting
  22. NeurIPS 2025DecompNet: Enhancing Time Series Forecasting Models with Implicit Decomposition
  23. NeurIPS 2025Elucidated Rolling Diffusion Models for Probabilistic Forecasting of Complex Dynamics
  24. NeurIPS 2025Enhancing the Maximum Effective Window for Long-Term Time Series Forecasting
  25. NeurIPS 2025Eulerian Neural Network Informed by Chemical Transport for Air Quality Forecasting
  26. NeurIPS 2025FlowMixer: A Depth-Agnostic Neural Architecture for Interpretable Spatiotemporal Forecasting
  27. NeurIPS 2025FuXi-Ocean: A Global Ocean Forecasting System with Sub-Daily Resolution
  28. NeurIPS 2025Gaze Beyond the Frame: Forecasting Egocentric 3D Visual Span
  29. NeurIPS 2025How Different from the Past? Spatio-Temporal Time Series Forecasting with Self-Supervised Deviation Learning
  30. NeurIPS 2025Improving Time Series Forecasting via Instance-aware Post-hoc Revision
  31. NeurIPS 2025Learning Pattern-Specific Experts for Time Series Forecasting Under Patch-level Distribution Shift
  32. NeurIPS 2025Learning to Factorize Spatio-Temporal Foundation Models
  33. NeurIPS 2025Less but More: Linear Adaptive Graph Learning Empowering Spatiotemporal Forecasting
  34. NeurIPS 2025LoRA-EnVar: Parameter-Efficient Hybrid Ensemble Variational Assimilation for Weather Forecasting
  35. NeurIPS 2025Mesh Interpolation Graph Network for Dynamic and Spatially Irregular Global Weather Forecasting
  36. NeurIPS 2025Multi-Modal View Enhanced Large Vision Models for Long-Term Time Series Forecasting
  37. NeurIPS 2025Not All Data are Good Labels: On the Self-supervised Labeling for Time Series Forecasting
  38. NeurIPS 2025OLinear: A Linear Model for Time Series Forecasting in Orthogonally Transformed Domain
  39. NeurIPS 2025OmniCast: A Masked Latent Diffusion Model for Weather Forecasting Across Time Scales
  40. NeurIPS 2025On the Integration of Spatial-Temporal Knowledge: A Lightweight Approach to Atmospheric Time Series Forecasting
  41. NeurIPS 2025Online Time Series Forecasting with Theoretical Guarantees
  42. NeurIPS 2025POCO: Scalable Neural Forecasting through Population Conditioning
  43. NeurIPS 2025RiverMamba: A State Space Model for Global River Discharge and Flood Forecasting
  44. NeurIPS 2025SeasonBench-EA: A Multi-Source Benchmark for Seasonal Prediction and Numerical Model Post-Processing in East Asia
  45. NeurIPS 2025Selective Learning for Deep Time Series Forecasting
  46. NeurIPS 2025SEMPO: Lightweight Foundation Models for Time Series Forecasting
  47. NeurIPS 2025SIFusion: A Unified Fusion Framework for Multi-granularity Arctic Sea Ice Forecasting
  48. NeurIPS 2025Time-o1: Time-Series Forecasting Needs Transformed Label Alignment
  49. NeurIPS 2025TimeEmb: A Lightweight Static-Dynamic Disentanglement Framework for Time Series Forecasting
  50. NeurIPS 2025Towards Accurate Time Series Forecasting via Implicit Decoding

在 Claude、Cursor 里直接问这个趋势

接上 Paperlist MCP 后，写综述、挑方向或准备投稿时，不用离开对话框就能拿到这页的数字：每年各会议的论文数、增长倍数、涨得最快的子方向和代表论文，AI 会按你的问题整理。

可以直接复制这句话问 AI

用 paperlist 查天气预报在 NeurIPS 2023–2026 的论文趋势，哪一年涨得最快？

AI 会调用的工具：get_topic_stats {"topic": "weather-forecasting"}

两分钟接入 Paperlist MCP（Claude Code、Cursor、Codex、ChatGPT）

常见问题

2023–2026 年四大会议一共有多少篇天气预报论文？
共 356 篇，按年份分别是 2023 年 26 篇、2024 年 77 篇、2025 年 95 篇、2026 年 158 篇。
NeurIPS 2026 有多少篇天气预报论文？
NeurIPS 2026 有 61 篇天气预报论文，上一届是 37 篇。
ICLR 2026 有多少篇天气预报论文？
ICLR 2026 有 34 篇天气预报论文，上一届是 22 篇。
ICML 2026 有多少篇天气预报论文？
ICML 2026 有 52 篇天气预报论文，上一届是 29 篇。
CVPR 2026 有多少篇天气预报论文？
CVPR 2026 有 11 篇天气预报论文，上一届是 7 篇。
哪个会议的天气预报论文最多？
NeurIPS，2023–2026 年共 137 篇。

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