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 79 篇，第 1 / 2 页

  1. ICLR 2026A General Spatio-Temporal Backbone with Scalable Contextual Pattern Bank for Urban Continual Forecasting
  2. ICLR 2026ARFlow: Auto-regressive Optical Flow Estimation for Arbitrary-Length Videos via Progressive Next-Frame Forecasting
  3. ICLR 2026ARROW: An Adaptive Rollout and Routing Method for Global Weather Forecasting
  4. ICLR 2026CPiRi: Channel Permutation-Invariant Relational Interaction for Multivariate Time Series Forecasting
  5. ICLR 2026DeepPrim: a Physics-Driven 3D Short-term Weather Forecaster via Primitive Equation Learning
  6. ICLR 2026DistDF: Time-series Forecasting Needs Joint-distribution Wasserstein Alignment
  7. ICLR 2026Enhancing Multivariate Time Series Forecasting with Global Temporal Retrieval
  8. ICLR 2026Extreme Weather Nowcasting via Local Precipitation Pattern Prediction
  9. ICLR 2026FACT: Fine-grained Across-variable Convolution for Multivariate Time Series Forecasting
  10. ICLR 2026FlowCast: Trajectory Forecasting for Scalable Zero-Cost Speculative Flow Matching
  11. ICLR 2026From Samples to Scenarios: A New Paradigm for Probabilistic Forecasting
  12. ICLR 2026GCGNet: Graph-Consistent Generative Network for Time Series Forecasting with Exogenous Variables
  13. ICLR 2026Improving Extreme Wind Prediction with Frequency-Informed Learning
  14. ICLR 2026Language in the Flow of Time: Time-Series-Paired Texts Weaved into a Unified Temporal Narrative
  15. ICLR 2026Learning Recursive Multi-Scale Representations for Irregular Multivariate Time Series Forecasting
  16. ICLR 2026Local Geometry Attention for Time Series Forecasting under Realistic Corruptions
  17. ICLR 2026MixLinear: Extreme Low Resource Multivariate Time Series Forecasting with $0.1K$ Parameters
  18. ICLR 2026MMPD: Diverse Time Series Forecasting via Multi-Mode Patch Diffusion Loss
  19. ICLR 2026Numerion: A Multi-Hypercomplex Model for Time Series Forecasting
  20. ICLR 2026PMDformer: Patch-Mean Decoupling Transformer for Long-term Forecasting
  21. ICLR 2026ProtoTS: Learning Hierarchical Prototypes for Explainable Time Series Forecasting
  22. ICLR 2026RainPro-8: An Efficient Deep Learning Model to Estimate Rainfall Probabilities Over 8 Hours
  23. ICLR 2026ResCP: Reservoir Conformal Prediction for Time Series Forecasting
  24. ICLR 2026Routing Channel-Patch Dependencies in Time Series Forecasting with Graph Spectral Decomposition
  25. ICLR 2026Semantic-Enhanced Time-Series Forecasting via Large Language Models
  26. ICLR 2026STORM: Synergistic Cross-Scale Spatio-Temporal Modeling for Weather Forecasting
  27. ICLR 2026Tackling Time-Series Forecasting Generalization via Mitigating Concept Drift
  28. ICLR 2026TEDM: Time Series Forecasting with Elucidated Diffusion Models
  29. ICLR 2026The Forecast After the Forecast: A Post-Processing Shift in Time Series
  30. ICLR 2026TianQuan-S2S: A Subseasonal-to-Seasonal Global Weather Model via Incorporate Climatology State
  31. ICLR 2026TimeRecipe: A Time-Series Forecasting Recipe via Benchmarking Module Level Effectiveness
  32. ICLR 2026Towards Generalizable PDE Dynamics Forecasting via Physics-Guided Invariant Learning
  33. ICLR 2026UNDERSTANDING TRANSFORMERS FOR TIME SEIRES FORECASTING: A CASE STUDY ON MOIRAI
  34. ICLR 2026Zero-shot Forecasting by Simulation Alone
  35. ICLR 2025CirT: Global Subseasonal-to-Seasonal Forecasting with Geometry-inspired Transformer
  36. ICLR 2025CoMRes: Semi-Supervised Time Series Forecasting Utilizing Consensus Promotion of Multi-Resolution
  37. ICLR 2025Continuous Ensemble Weather Forecasting with Diffusion models
  38. ICLR 2025Expand and Compress: Exploring Tuning Principles for Continual Spatio-Temporal Graph Forecasting
  39. ICLR 2025Fast and Slow Streams for Online Time Series Forecasting Without Information Leakage
  40. ICLR 2025ForecastBench: A Dynamic Benchmark of AI Forecasting Capabilities
  41. ICLR 2025HR-Extreme: A High-Resolution Dataset for Extreme Weather Forecasting
  42. ICLR 2025In-context Time Series Predictor
  43. ICLR 2025Investigating Pattern Neurons in Urban Time Series Forecasting
  44. ICLR 2025KooNPro: A Variance-Aware Koopman Probabilistic Model Enhanced by Neural Process for Time Series Forecasting
  45. ICLR 2025Latent-EnSF: A Latent Ensemble Score Filter for High-Dimensional Data Assimilation with Sparse Observation Data
  46. ICLR 2025Locally Connected Echo State Networks for Time Series Forecasting
  47. ICLR 2025OccProphet: Pushing the Efficiency Frontier of Camera-Only 4D Occupancy Forecasting with an Observer-Forecaster-Refiner Framework
  48. ICLR 2025Physiome-ODE: A Benchmark for Irregularly Sampled Multivariate Time-Series Forecasting Based on Biological ODEs
  49. ICLR 2025S4M: S4 for multivariate time series forecasting with Missing values
  50. ICLR 2025SimpleTM: A Simple Baseline for Multivariate Time Series Forecasting

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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