AI for Climate

AI4Cl

AI for Climate refers to the application of artificial intelligence techniques to address climate-related challenges. This includes using AI for climate modeling, prediction, and mitigation strategies.

Neighbor communities

51015

Featured Papers

0 / 0 papers shown

Title

All papers

50 / 410 papers shown

Title
Efficient Generative AI Boosts Probabilistic Forecasting of Sudden Stratospheric Warmings Ningning Tao Fei Xie Baoxiang Pan Hongyu Wang Han Huang Zhongpu Qiu Ke Gui Jiali Luo Xiaosong Chen AI4Cl 66 0 0 30 Oct 2025
Leveraging an Atmospheric Foundational Model for Subregional Sea Surface Temperature Forecasting Víctor Medina Giovanny A. Cuervo-Londoño Javier Sánchez AI4Cl 82 0 0 29 Oct 2025
Forecasting precipitation in the Arctic using probabilistic machine learning informed by causal climate drivers Madhurima Panja Dhiman Das Tanujit Chakraborty Arnob Ray R. Athulya Chittaranjan Hens Syamal K. Dana Nuncio Murukesh D. Ghosh AI4Cl 48 0 0 28 Oct 2025
Revealing the Potential of Learnable Perturbation Ensemble Forecast Model for Tropical Cyclone Prediction Jun Liu Tao Zhou J. Li Xiaohui Zhong Peng Zhang Jie Feng Lei Chen Hao-Wen Li AI4Cl 12 0 0 27 Oct 2025
A Review of End-to-End Precipitation Prediction Using Remote Sensing Data: from Divination to Machine Learning Yugong Zeng Jonathan Wu AI4Cl 32 0 0 26 Oct 2025
Learning Coupled Earth System Dynamics with GraphDOP Eulalie Boucher Mihai Alexe Peter Lean E. Pinnington Simon Lang P. Laloyaux Lorenzo Zampieri Patricia de Rosnay Niels Bormann Anthony McNally AI4Cl AI4CE 66 0 0 23 Oct 2025
CSU-PCAST: A Dual-Branch Transformer Framework for medium-range ensemble Precipitation Forecasting Tianyi Xiong Haonan Chen AI4Cl 57 0 0 23 Oct 2025
A Physics-Guided AI Cascaded Corrector Model Significantly Extends Madden-Julian Oscillation Prediction Skill Xiao Zhou Yuze Sun Jie Wu Xiaomeng Huang AI4Cl 84 0 0 20 Oct 2025
An Operational Deep Learning System for Satellite-Based High-Resolution Global Nowcasting Shreya Agrawal Mohammed Alewi Hassen Emmanuel Asiedu Brempong Boris Babenko Fred Zyda ... Yossi Matias Nal Kalchbrenner Pramod Gupta Jason Hickey Aaron Bell AI4Cl 44 0 0 15 Oct 2025
A Storm-Centric 250 m NEXRAD Level-II Dataset for High-Resolution ML Nowcasting Andy Shi AI4Cl 32 0 0 15 Oct 2025
Rethinking deep learning: linear regression remains a key benchmark in predicting terrestrial water storage Wanshu Nie Sujay V. Kumar Junyu Chen Long Zhao Olya Skulovich Jinwoong Yoo Justin Pflug Shahryar Khalique Ahmad Goutam Konapala AI4Cl AI4CE 24 0 0 12 Oct 2025
Chlorophyll-a Mapping and Prediction in the Mar Menor Lagoon Using C2RCC-Processed Sentinel 2 Imagery Antonio Martínez-Ibarra Aurora González-Vidal Adrián Cánovas-Rodríguez Antonio F. Skarmeta AI4Cl 24 0 0 10 Oct 2025
Developing a Sequential Deep Learning Pipeline to Model Alaskan Permafrost Thaw Under Climate Change Addina Rahaman AI4Cl AI4CE 52 0 0 05 Oct 2025
Deep learning the sources of MJO predictability: a spectral view of learned features Lin Yao Da Yang James Duncan Ashesh Chattopadhyay Pedram Hassanzadeh W. Bhimji Bin Yu AI4Cl 53 0 0 04 Oct 2025
Multidata Causal Discovery for Statistical Hurricane Intensity Forecasting S. SaranyaGanesh Frederick Iat-Hin Tam Milton S. Gomez Marie McGraw Mark DeMaria K. Musgrave Jakob Runge Tom Beucler AI4Cl 72 0 0 02 Oct 2025
The Equilibrium Response of Atmospheric Machine-Learning Models to Uniform Sea Surface Temperature Warming Bosong Zhang Timothy M. Merlis AI4Cl 40 1 0 02 Oct 2025
Parametric modeling of shear wave velocity profiles for the conterminous U.S Morgan D. Sanger Brett W. Maurer AI4Cl 4 0 0 01 Oct 2025
EnScale: Temporally-consistent multivariate generative downscaling via proper scoring rules Maybritt Schillinger Maxim Samarin Xinwei Shen R. Knutti N. Meinshausen DiffM AI4Cl 45 1 0 30 Sep 2025
A Weather Foundation Model for the Power Grid Cristian Bodnar Raphaël Rousseau-Rizzi Nikhil Shankar James Merleau Stylianos Flampouris Guillem Candille Slavica Antic François Mirallès Jayesh K. Gupta AI4Cl 4 0 0 28 Sep 2025
How Effective Are Time-Series Models for Rainfall Nowcasting? A Comprehensive Benchmark for Rainfall Nowcasting Incorporating PWV Data Y. Zhang Pengfei Duan Henan Wang Shengwu Xiong Chen Zhou Shengwu Xiong AI4TS AI4Cl 37 0 0 28 Sep 2025
Learning Regional Monsoon Patterns with a Multimodal Attention U-Net Swaib Ilias Mazumder Manish Kumar Aparajita Khan AI4Cl 25 0 0 27 Sep 2025
Downscaling climate projections to 1 km with single-image super resolution Petr Košťál Pavel Kordík Ondřej Podsztavek AI4Cl 60 0 0 24 Sep 2025
STCast: Adaptive Boundary Alignment for Global and Regional Weather Forecasting Hao Chen Tao Han J. Zhang Song Guo Lei Bai AI4Cl 0 0 0 21 Sep 2025
Data-Driven Reconstruction of Significant Wave Heights from Sparse Observations Hongyuan Shi Yilin Zhai Ping Dong Zaijin You Chao Zhan Qing Wang AI4Cl 32 0 0 21 Sep 2025
SamudrACE: Fast and Accurate Coupled Climate Modeling with 3D Ocean and Atmosphere Emulators James Duncan E. Wu Surya Dheeshjith Adam Subel Troy Arcomano ... Oliver Watt-Meyer William J. Hurlin Alistair Adcroft L. Zanna Christopher S. Bretherton AI4Cl 56 1 0 15 Sep 2025
Do machine learning climate models work in changing climate dynamics? Maria Conchita Agana Navarro Geng Li Theo Wolf María Pérez-Ortiz AI4Cl AI4CE 25 0 0 15 Sep 2025
Distillation of CNN Ensemble Results for Enhanced Long-Term Prediction of the ENSO Phenomenon Saghar Ganji Mohammad Naisipour Alireza Hassani Arash Adib AI4Cl 68 0 0 07 Sep 2025
High-Resolution Global Land Surface Temperature Retrieval via a Coupled Mechanism-Machine Learning Framework Tian Xie Huanfeng Shen Menghui Jiang Juan-Carlos Jiménez-Muñoz José A. Sobrino Huifang Li Chao Zeng AI4Cl 24 0 0 05 Sep 2025
Finetuning AI Foundation Models to Develop Subgrid-Scale Parameterizations: A Case Study on Atmospheric Gravity Waves Aman Gupta A. Sheshadri Sujit Roy J. Schmude Vishal Gaur Wei Ji Leong M. Maskey Rahul Ramachandran AI4Cl 36 0 0 04 Sep 2025
MAUSAM: An Observations-focused assessment of Global AI Weather Prediction Models During the South Asian Monsoon Aman Gupta A. Sheshadri Dhruv Suri AI4Cl 20 0 0 02 Sep 2025
LUCIE-3D: A three-dimensional climate emulator for forced responses Haiwen Guan T. Arcomano Ashesh Chattopadhyay R. Maulik AI4Cl 44 2 0 02 Sep 2025
IndiaWeatherBench: A Dataset and Benchmark for Data-Driven Regional Weather Forecasting over India Tung Nguyen Harkanwar Singh Nilay Naharas Lucas Bandarkar Aditya Grover AI4Cl 56 0 0 31 Aug 2025
DeepSeasons: a Deep Learning scale-selecting approach to Seasonal Forecasts A. Navarra G. G. Navarra BDL AI4Cl 36 0 0 31 Aug 2025
Huracan: A skillful end-to-end data-driven system for ensemble data assimilation and weather prediction Zekun Ni Jonathan A. Weyn Hang Zhang Yanfei Xiang Jiang Bian Weixin Jin Kit Thambiratnam Qi Zhang Haiyu Dong Hongyu Sun BDL AI4Cl 42 0 0 25 Aug 2025
Generative artificial intelligence improves projections of climate extremes Ruian Tie Xiaohui Zhong Z. Shi Hao Li Bin Chen Jun Liu Wu Libo AI4Cl 45 0 0 22 Aug 2025
Enhanced predictions of the Madden-Julian oscillation using the FuXi-S2S machine learning model: Insights into physical mechanisms Can Cao Xiaohui Zhong Lei Chen Zhiwei Wua Hao Li AI4Cl 36 0 0 22 Aug 2025
Numerical models outperform AI weather forecasts of record-breaking extremes Zhongwei Zhang Erich Fischer Jakob Zscheischler Sebastian Engelke AI4Cl ELM 88 2 0 21 Aug 2025
MedFormer: a data-driven model for forecasting the Mediterranean Sea Italo Epicoco D. Donno Gabriele Accarino Simone Norberti Alessandro Grandi ... Silvio Gualdi Giovanni Aloisio Simona Masina Giulio Boccaletti Antonio Navarra AI4Cl MedIm 40 0 0 16 Aug 2025
Estimating carbon pools in the shelf sea environment: reanalysis or model-informed machine learning? Jozef Skakala AI4Cl 62 0 0 13 Aug 2025
Data-driven global ocean model resolving ocean-atmosphere coupling dynamics Jeong-Hwan Kim Daehyun Kang Young-Min Yang Jae-Heung Park Yoo-Geun Ham AI4Cl AI4CE 47 0 0 31 Jul 2025
Physics-constrained generative machine learning-based high-resolution downscaling of Greenland's surface mass balance and surface temperature Nils Bochow Philipp Hess Alexander Robinson AI4Cl 26 0 0 30 Jul 2025
Multiscale Neural PDE Surrogates for Prediction and Downscaling: Application to Ocean Currents Abdessamad El-Kabid Loubna Benabbou Redouane Lguensat Alex Hernández-García AI4Cl AI4CE 108 0 0 24 Jul 2025
EarthLink: A Self-Evolving AI Agent for Climate Science Zijie Guo Jiong Wang Xiaoyu Yue Wangxu Wei Zhe Jiang ... Y. Wang Tao Chen Wanli Ouyang Fenghua Ling Mengwei He AI4Cl AI4CE 203 0 1 23 Jul 2025
FourCastNet 3: A geometric approach to probabilistic machine-learning weather forecasting at scale Boris Bonev Thorsten Kurth Ankur Mahesh Mauro Bisson Jean Kossaifi Karthik Kashinath Anima Anandkumar William D. Collins Michael S. Pritchard Alexander Keller AI4Cl 81 5 0 16 Jul 2025
EPT-2 Technical Report Roberto Molinaro Niall Siegenheim Niels Poulsen Jordan Dane Daubinet Henry Martin ... Bogdan Danciu Nikoo Ekhtiari Bas Steunebrink Leonie Wagner Marvin Vincent Gabler AI4Cl VLM 19 0 0 13 Jul 2025
XiChen: An observation-scalable fully AI-driven global weather forecasting system with 4D variational knowledge Wuxin Wang Weicheng Ni Lilan Huang Tao Hao Ben Fei ... Kefeng Deng Xiaoyong Li Boheng Duan Lei Bai Kaijun Ren AI4Cl 15 0 0 12 Jul 2025
Investigating the Robustness of Extreme Precipitation Super-Resolution Across Climates Louise Largeau Erwan Koch D. Leutwyler Gregoire Mariethoz Valerie Chavez-Demoulin Tom Beucler AI4Cl 82 0 0 12 Jul 2025
RainShift: A Benchmark for Precipitation Downscaling Across Geographies Paula Harder Luca Schmidt Francis Pelletier Nicole Ludwig Matthew Chantry Christian Lessig Alex Hernandez-Garcia David Rolnick AI4Cl 16 0 0 07 Jul 2025
Deep Learning Atmospheric Models Reliably Simulate Out-of-Sample Land Heat and Cold Wave Frequencies Zilu Meng Gregory J. Hakim Wenchang Yang Gabriel A. Vecchi AI4Cl AI4CE 110 3 0 03 Jul 2025
Do Echo Top Heights Improve Deep Learning Nowcasts? Peter Pavlík Marc Schleiss Anna Bou Ezzeddine Viera Rozinajová AI4Cl MDE 36 0 0 01 Jul 2025

Loading #Papers per Month with "AI4Cl"

Past speakers

Name (-)

Top Contributors

Name (-)

Top Organizations at ResearchTrend.AI

Name (-)

Social Events

Date	Location	Event
No social events available