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Climate variability and models

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001	AI-Based Anomaly Detection for Extreme Event Attribution: An Analysis of European Heatwaves	OpenAlex	Paper	Pablo G. Zaninelli, David Barriopedro et al.	Mar 31
002	New classes of climate model emulators to improve paleoclimate reconstructions	OpenAlex	Paper	Auguste Gaudin, Myriam Khodri	Mar 25
003	Machine learning prediction of the Madden–Julian oscillation using reservoir computing	OpenAlex	Paper	Tamaki Suematsu, Kengo Nakai et al.	Mar 19
004	Enhancing the predictability limits of ENSO with physics-guided deep echo state networks	OpenAlex	Paper	Zejing Zhang, Jun Meng et al.	Feb 28
005	Data-Efficient Generative Modeling of Non-Gaussian Global Climate Fields via Scalable Composite Transformations	OpenAlex	Paper	Johannes Brachem, Paul F. V. Wiemann et al.	Feb 26
006	On Nonlinear Poverty–Hunger Model for Sustainability and Basic Needs: Awareness Feedback, Threshold Dynamics, and Attention‐Enhanced Reservoir Computing	OpenAlex	Paper	Amr Elsonbaty, Shaima Elnazer et al.	Jan 1
007	Learning Coupled Earth System Dynamics with GraphDOP	arXiv	Paper	Eulalie Boucher, Mihai Alexe et al.	Oct 23, 2025
008	Space‐Time Causal Discovery in Earth System Science: A Local Stencil Learning Approach	OpenAlex	Paper	J. Jake Nichol, Michael Weylandt et al.	Jul 11, 2025
009	Bayesian Modeling of Long-Term Dynamics in Indian Temperature Extremes	OpenAlex	Paper	Chitradipa Chakraborty	Jul 2, 2025
010	Prediction Beyond the Medium Range With an Atmosphere‐Ocean Model That Combines Physics‐Based Modeling and Machine Learning	OpenAlex	Paper	Dhruvit Patel, Troy Arcomano et al.	Apr 1, 2025
011	Moving beyond post hoc explainable artificial intelligence: a perspective paper on lessons learned from dynamical climate modeling	OpenAlex	Paper	Ryan O’Loughlin, Dan Li et al.	Feb 11, 2025
012	Predicting unobserved climate time series data at distant areas via spatial correlation using reservoir computing	arXiv	Paper	Shihori Koyama, Daisuke Inoue et al.	Jun 5, 2024
013	Bayesian Structure Learning for Climate Model Evaluation	OpenAlex	Paper	T. Okane, Dylan Harries et al.	May 1, 2024
014	Spatio-Temporal Graph Transformer Network for Climate Change Impact Prediction and Extreme Weather Forecasting	OpenAlex	Paper	Naga Venkatesh Gangabathula	Jan 26, 2024
015	Characterizing climate pathways using feature importance on echo state networks	arXiv	Paper	Katherine Goode, Daniel Ries et al.	Oct 12, 2023
016	A comparison of two causal methods in the context of climate analyses	OpenAlex	Paper	David Docquier, Giorgia Di Capua et al.	Oct 5, 2023
017	Decadal Temperature Prediction via Chaotic Behavior Tracking	arXiv	Paper	Jinfu Ren, Yang Liu et al.	Apr 19, 2023
018	Long-term ENSO prediction with echo-state networks	OpenAlex	Paper	Forough Hassanibesheli, Jürgen Kurths et al.	Jul 7, 2022
019	State, global, and local parameter estimation using local ensemble Kalman filters: Applications to online machine learning of chaotic dynamics	OpenAlex	Paper	Quentin Malartic, A. Farchi et al.	May 4, 2022
020	Hierarchical Bayesian Modeling of Ocean Heat Content and its Uncertainty	OpenAlex	Paper	Samuel Baugh, Karen P. McKinnon	Oct 19, 2021
021	Systematic Identification of the Drivers of Regional Hydroclimate Variability in Southern Hemispheric Wet Seasons using a Causal Discovery Method	OpenAlex	Paper	Woon Mi Kim, Christian L. E. Franzke et al.	Jul 30, 2021
022	High-resolution Probabilistic Precipitation Prediction for use in Climate Simulations	OpenAlex	Paper	Sherman Lo, P.A. Watson et al.	Dec 17, 2020
023	Identifying Opportunities for Skillful Weather Prediction with Interpretable Neural Networks	OpenAlex	Paper	Elizabeth A. Barnes, Kirsten J. Mayer et al.	Dec 14, 2020

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