Interpretable Machine Learning for Weather and Climate Prediction: A
Survey

Interpretable Machine Learning for Weather and Climate Prediction: A Survey

24 March 2024

Aritra Dasgupta

Haoyi Xiong

Papers citing "Interpretable Machine Learning for Weather and Climate Prediction: A Survey"

5 / 5 papers shown

Title
Prototype-Based Methods in Explainable AI and Emerging Opportunities in the Geosciences Anushka Narayanan Karianne J. Bergen 29 1 0 22 Oct 2024
Tackling the Accuracy-Interpretability Trade-off in a Hierarchy of Machine Learning Models for the Prediction of Extreme Heatwaves Alessandro Lovo Amaury Lancelin Corentin Herbert Freddy Bouchet AI4CE 25 0 0 01 Oct 2024
Towards Uncovering How Large Language Model Works: An Explainability Perspective Haiyan Zhao Fan Yang Bo Shen Himabindu Lakkaraju Jundong Li 35 10 0 16 Feb 2024
Finding the right XAI method -- A Guide for the Evaluation and Ranking of Explainable AI Methods in Climate Science P. Bommer M. Kretschmer Anna Hedström Dilyara Bareeva Marina M.-C. Höhne 46 38 0 01 Mar 2023
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 233 7,904 0 13 Jun 2015