Precipitation

Ask about this field

Recent momentum

emerging

0 papers in the last 28 days · 0.0% of indexed attention

Twelve weeks of publication activity for this topic as it is defined today.

Weekly history

Recent digests

What was published in this field, kept on the site without email delivery.

Period ending 2026-09-21

9 new papers

A weekly snapshot of new work published in Precipitation.

Period ending 2026-09-14

8 new papers

A weekly snapshot of new work published in Precipitation.

Period ending 2026-09-07

8 new papers

A weekly snapshot of new work published in Precipitation.

Inside this field

Focused directions

288 papers

Latest in Precipitation

Open your feed →
CardsList

  1. West-WRF AI 2-km: High-Resolution Prediction of Integrated Vapor Transport and Precipitation

    Sep 22, 2026Nazak Rouzegari, Vesta Afzali Gorooh, Agniv Sengupta +6Artificial Intelligence Weather Models

  2. FAST-ML: A Hybrid Physics-Machine Learning Framework for Tropical Cyclone Intensity Forecasting

    Sep 22, 2026Shijie Xiao, Jonathan Lin, Thomas Ehrmann +1Numerical Weather Prediction

  3. Learning Prognostic Variables for AI Convective Parameterizations via Symbolic Distillation

    Sep 21, 2026Jurij Schönfeld, Tom Beucler, Julien Savre +2Global Climate ModelsAutoregressive Model

  4. Butterfly Effect and the Kinetic Energy Cascade in Probabilistic Machine Learning Weather Prediction Models

    Sep 16, 2026Jiakai Chen, Joel Oskarsson, Simon Driscoll +1Artificial Intelligence Weather ModelsNumerical Weather Prediction

  5. Every Fixed Metric Has a Blind Spot: A Learned Atmospheric Critic for Scoring Forecast Realism

    Sep 16, 2026Younes Elberkennou, Dmitri Demler, Thierry Meier +3Weather ModelsAtmospheric Dynamics

  6. Graph neural networks for exoplanet atmospheres

    Sep 15, 2026Antonia Vojtekova, Kai Hou Yip, Ingo P. Waldmann +4Exoplanet AtmospheresAtmospheric Dynamics

  7. IRENE: A Convolutional GRU Ensemble Model for Radar Precipitation Nowcasting over Italy

    Sep 15, 2026Alessandro Camilletti, Gabriele Franch, Elena Tomasi +1PrecipitationItalian Case Studies

  8. From Manual Construction to AI-Driven Scenario Emergence: Rethinking Catastrophe Risk Modeling

    Sep 15, 2026Hang GaoArtificial Intelligence Weather ModelsDisasters

  9. Ensemble Complexity in Photovoltaic Forecasting

    Sep 14, 2026Sun Ze, Zhou Liguo, Xu Yuqing +2Energy ForecastingNumerical Weather Prediction

  10. Automated Detection and Structuring of Social Tipping Point Evidence in Climate related Documents: A Modular AI Framework

    Sep 14, 2026Kavindu Perera, Mohammad Abaeiani, Ekaterina Gilman +14Topic ModelingModernbert

  11. 4D Parallelism Unlocks Exascale Bayesian Neural Networks for High-Fidelity Atmospheric Modeling

    Sep 14, 2026Deifilia Kieckhefen, Juan Pedro Gutiérrez Hermosillo Muriedas, Lars Helge Heyen +12Artificial Intelligence Weather ModelsAtmospheric Dynamics

  12. Optimizing Geoengineering Interventions Using Differentiable Climate Models

    Sep 14, 2026Pulkit Dubey, Dorian S. Abbot, Ashesh ChattopadhyayGlobal Climate ModelsClimate

  13. Predicting Train Delays in Finland Using Machine Learning and Weather Data

    Sep 12, 2026Vinicius Pozzobon Borin, Jean Michel de Souza Sant'Ana, Nurul Huda MahmoodAccurate Traffic ForecastingAdverse Weather

  14. Agent-Based ML-LLM Fusion with Self-Optimizing Prompts for Plateau Weather Alerts

    Sep 9, 2026Shuai Yan, Yang Xu, Shan HeAdverse WeatherAutomatic Prompt Optimization

  15. Physics-Informed Multi-Task Surrogate Model for the Martian Nightside Thermosphere

    Sep 9, 2026Sergey NikiforovAtmospheric DynamicsLunar Surface

  16. Earth System World Model for What-If Simulations: A Case Study for Terrestrial Ecosystems

    Sep 8, 2026Zhihao Wang, Ruichen Wang, Ruohan Li +6EmulatorsGlobal Climate Models

  17. Neptune: An AI model for Global Ocean Subseasonal Prediction

    Sep 8, 2026Davide Donno, Italo Epicoco, Massimo Cafaro +8Global Climate ModelsSea-Surface Temperature Data

  18. Stochastically Perturbed Weights: Ensembles from Deterministic Machine-Learning Weather Models

    Sep 8, 2026Simon Adamov, Oliver Fuhrer, Reto Knutti +1Artificial Intelligence Weather ModelsModel Weights

  19. Climate-ModernBERT: Revisiting Corpus Composition for Domain-Adaptive Continued Pretraining

    Sep 7, 2026Yongan Yu, Shantam Raj, Jingwei Ni +3Domain-Adaptation BenchmarkModernbert

  20. Statistical versus machine learning-based spatial interpolation of post-processed ensemble weather forecasts

    Sep 7, 2026Mária LakatosSpatio-Temporal ForecastingAdverse Weather

  21. From Nowcasting to Forecasting: Adapting a Reanalysis-Trained

    Sep 3, 2026Mikko Partio, Leila Hieta, Ossi LaineNumerical Weather PredictionAdverse Weather

  22. WeatherNext 3: Increasing resolution and performance of global weather models with raw observations

    Sep 3, 2026Stephan Rasp, Boris Babenko, Dominic Masters +22Artificial Intelligence Weather ModelsAdverse Weather

  23. A Sensor-Adaptive Incremental Learning Framework for Artifact Detection in Satellite Precipitation Data

    Sep 1, 2026Andres F. Monsalve, Hernan A. Moreno, Christian D. KummerowAnomaly DetectionSatellite Imagery

  24. GenONet: A Generative operator Network for High-Resolution Precipitation Nowcasting

    Sep 1, 2026Mohammad Kian Golkar, Luciano Alves de Oliveira, Mohammad KhanjaniPrecipitationGenerative Adversarial Network

  25. Accelerating Chemical Kinetics for Exoplanet Atmospheres using Neural Networks

    Aug 31, 2026Isaac Malsky, Xi Zhang, Tiffany Kataria +5Exoplanet AtmospheresAtmospheric Dynamics

  26. Uncertainty-Aware End-to-End AI Weather Forecasting: Disentangling Observation and Model Contributions

    Aug 31, 2026Rodrigo Almeida, Noelia Otero, Jost Arndt +3Numerical Weather PredictionData Assimilation

  27. Diffusion-Based Refinement for Kilometer-Scale Probabilistic Precipitation Nowcasting

    Aug 31, 2026Dohyun Park, Changhoon Song, Tengyuan Chang +2PrecipitationDiffusion Refinement

  28. SimCast-S2S: A Computationally Efficient Diffusion Model for Subseasonal Precipitation Forecasting

    Aug 27, 2026Hiep V. Dang, Antonios MamalakisPrecipitationGlobal Climate Models

  29. Frequency-aware forecasting for short-term typhoon gust prediction

    Aug 26, 2026Xuefei Wang, Tingyi Liu, Heng Zhang +2Offshore Wind TurbinePrecipitation

  30. Earth observation embeddings are effective sub-grid descriptors for probabilistic weather downscaling

    Aug 12, 2026Pedro Sousa, Will Tebbutt, Sadiq Jaffer +3Dynamical DownscalingPrecipitation

  31. Stochastic Emulation of a Fully Coupled Preindustrial E3SMv3 Simulation

    Aug 10, 2026Elynn Wu, James P. C. Duncan, Troy Arcomano +11Global Climate ModelsEmulators

  32. AirFlow: Context Preserving and Multi-Rate State Modeling for Air Quality Forecasting

    Aug 10, 2026Fan Yang, Nan Chen, Yijie Dong +2Air PollutionWeather Models

  33. Deep Learning Imputation of Missing Radius of Maximum Winds (Rmax) Values in Tropical Cyclone Best-Track Data

    Aug 10, 2026Swastik Agrawal, Nishkal Hundia, Ziyue Liu +1ImputationPrecipitation

  34. VeinCast: Physics-Guided Dynamic Field Graphs with Graph-Conditioned Fusion for Global Medium-Range Weather Forecasting

    Aug 10, 2026Zhisheng Chen, Jinhan Li, Yuxuan Li +6Artificial Intelligence Weather ModelsGraph Representations

  35. FreCast: Refining Radar Echo Intensity via Phase-Preserving Amplitude Residual Diffusion for Precipitation Nowcasting

    Aug 9, 2026Heping Fang, Zihuai Yin, Kaicheng Mao +2PrecipitationRadar

  36. Tropical Cyclone Forecasting via Latent Rectified Flow using Satellite Imagery and Atmospheric Fields

    Aug 8, 2026Meheru Zannat, Sk. Md. Masudul AhsanNumerical Weather PredictionPrecipitation

  37. Degradation-Aware Prompt Learning with Cross-Modal Compensation for Adverse Weather Removal

    Aug 7, 2026Wanshu Fan, Yunzhe Zhang, Yue Shen +5Visual DegradationRestoration

  38. Timestep-Conditioned Transformers for Global Weather Forecasting

    Aug 6, 2026Sam Levang, Fran Bartolic, Ty Dickinson +3Artificial Intelligence Weather ModelsAdverse Weather

  39. Dense-Cast: A lightweight ensemble of deep learning architectures for precipitation nowcasting

    Aug 6, 2026Gourav Jyoti Kalita, Hidam Kumarjit SinghPrecipitationLong-Horizon Forecasting

  40. Evaluating Machine Learning Models for Post-Wildfire Debris-Flow Prediction

    Aug 5, 2026Quinn Ledingham, Zhengsen Xu, Yimin Zhu +6Wildfire PredictionAccurate Flood Prediction

  41. Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching

    Aug 5, 2026Dibyajyoti Chakraborty, Romit MaulikData AssimilationPrecipitation

  42. MarsCast: Transfer Learning of AI Weather Foundation Models to Planetary Atmospheres

    Aug 5, 2026M. L. Carroll, J. Li, S. D. Guzewich +3Artificial Intelligence Weather ModelsClimate

  43. RealWeather: Realistic and Scene-Faithful Weather Translation with Driving World Models

    Aug 3, 2026Yuwei Ning, Liangzhi Wang, Yi Xiao +5Adverse WeatherSynthetic-To-Real Domain Gap

  44. GSRAIN: Physically Calibrated High-/Low-Frequency Rainfall Synthesis for 3D Gaussian Driving Scenes

    Aug 3, 2026Fanyu Wang, Longgao Zhang, Junyi ChenPrecipitationAutonomous Driving

  45. An AI-Based Decision-Support Pipeline for Day-Ahead Photovoltaic Forecasting

    Aug 3, 2026Fariba Dehghan, Sebastian Stein, Vahid Yazdanpanah +2Energy ForecastingAtmospheric Dynamics

  46. Probabilistic Deep Learning for Drought Forecasting: Role of Internal Climate Variability

    Aug 3, 2026Henri Funk, Cornelia Gruber, Göran Kauermann +2Accurate Flood PredictionGlobal Climate Models

  47. QWRF-Net: A Quantum-Wavelet Framework with Rectified Flow for Short-Term Precipitation Nowcasting

    Aug 3, 2026Zhuo Wang, Chaorong Li, Wenjie Luo +1PrecipitationDiscrete Wavelet Transform

  48. How Benchmarks and Evaluation Protocols Shape Conclusions in Provenance-Based Intrusion Detection

    Aug 2, 2026Lorenzo Guerra, Thomas Chapuis, Guillaume Duc +2Intrusion DetectionEvaluation Protocols

  49. Climate-Dyna Deep Hedging for XVAs: Model-Based Reinforcement Learning, Residual Climate HVA, and Hedge-Instrument Discovery

    Aug 2, 2026Xiaozhen Wang, Francois Buet-GolfouseClimateValue Functions

  50. Generative Models for Modeling and Synthesizing MIMO Channels in Adverse Weather Conditions

    Jul 31, 2026Vignesh Nandakumar, Faraz Barati, Brian L. EvansChannel State InformationChannel Modeling

  51. Do AI weather models miss extremes?

    Jul 31, 2026Marvin Vincent Gabler, Roberto Molinaro, Niall Siegenheim +5Artificial Intelligence Weather ModelsArtificial Intelligence Models

  52. Weather Emulators at the Frontier of Heat Extremes Predictability

    Jul 30, 2026Cas Decancq, Thomas Mortier, Jessica Keune +1Artificial Intelligence Weather ModelsEmulators

  53. Rescene: band-limited stochastic forcing turns a frozen neural weather operator into a climate emulator

    Jul 30, 2026Minjong CheonClimatePrecipitation

  54. Skillful forecasting of offshore winds from satellite scatterometer constellations

    Jul 29, 2026Francesco Pinto, Luca Lanzilao, Paco Lopez Dekker +1Offshore Wind TurbineEnergy Forecasting

  55. Benchmarking ConvLSTM for One-Day-Ahead IMDAA Rainfall-Field Prediction across Four Indian Cities

    Jul 29, 2026Tanmay Ghosh, Shaurabh Anand, Rakesh Gomaji Nannewar +1PrecipitationBidirectional Long Short-Term Memory

  56. A Spatial Persistence Gradient in European Warming Consistent with North Atlantic Cold-Blob Influence

    Jul 28, 2026Mauricio Herrera-Marín, Alex Godoy-Faúndez, Diego RiveraSea-Surface Temperature DataEnvironmental Uncertainty

  57. Multi-Sensor Alignment for Weather Simulations

    Jul 28, 2026Samsad Alam, Devyani Lambhate, Aditya Mohan +2Multi-Modal SensingMultimodal Alignment

  58. SIREN: Towards End-to-End Extreme-Weather Early Warning with Experience-Grounded LLM Agents

    Jul 27, 2026Hang Ni, Weijia Zhang, Fan Liu +2Adverse WeatherEarly Warning

  59. ObsDriveBench: Benchmarking Multimodal Understanding under Adverse Weather with Observability Awareness

    Jul 26, 2026Qiao Yan, Yihan Wang, Zhenghao Xing +2Autonomous DrivingMultimodal Benchmarks

  60. Beyond Binary Rooftop Mapping: A Four-Class Deep Learning Framework for Green Roof Potential Assessment from Open Swiss Geospatial Data

    Jul 24, 2026Htet Yamin Ko KoUrban EnvironmentsNormalized Difference Vegetation Index