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June 04, 2022
Comparison of climate model large ensembles with observations in the Arctic using sim...
Zachary M. Labe and Elizabeth A. Barnes
September 17, 2021
Using simple, explainable neural networks to predict the Madden-Julian oscillation
Zane K. Martin, Elizabeth A. Barnes, Eric Daniel Maloney, et al.
June 23, 2022
Incorporating Uncertainty into a Regression Neural Network Enables Identification of...
Emily M Gordon and Elizabeth A. Barnes
April 06, 2022
Predicting slowdowns in decadal climate warming trends with explainable neural networ...
Zachary M. Labe and Elizabeth A. Barnes
April 12, 2021
Detecting climate signals using explainable AI with single-forcing large ensembles
Zachary M. Labe and Elizabeth A. Barnes
May 05, 2022
Quantifying the Effect of Climate Change on Midlatitude Subseasonal Prediction Skill...
Kirsten J Mayer and Elizabeth A. Barnes
April 05, 2022
Detection of forced change within combined climate fields using explainable neural ne...
Jamin Kurtis Rader, Elizabeth A. Barnes, Imme Ebert-Uphoff, et al.
October 07, 2021
Role of the Tropics and its Extratropical Teleconnections in State-Dependent Improvem...
Wei-Ting Hsiao, Elizabeth Barnes, Eric Maloney, et al.
April 17, 2021
Assessing Decadal Predictability in an Earth-System Model Using Explainable Neural Ne...
Benjamin A Toms, Elizabeth A. Barnes, James Wilson Hurrell, et al.