Machine Learning for Clouds and Climate (Invited Chapter for the AGU Geophysical Monograph Series "Clouds and Climate")

Author:

Beucler Tom12ORCID,Ebert-Uphoff Imme34,Rasp Stephan56,Pritchard Michael7,Gentine Pierre8

Affiliation:

1. University of Lausanne

2. University of California, Irvine

3. Cooperative Institute for Research in the Atmosphere

4. Colorado State University

5. ClimateAi

6. Inc

7. University of California

8. Columbia University

Funder

National Science Foundation

U.S. Department of Energy

European Research Council

Publisher

Wiley

Reference197 articles.

1. Adebayo J. Gilmer J. Muelly M. Goodfellow I. Hardt M. & Kim B. (2018). Sanity checks for saliency maps. In Advances in neural information processing systems (pp. 9505-9515).

2. Baño-Medina J. L. García Manzanas R. Gutiérrez Llorente J. M. etal (2020). Configuration and intercomparison of deep learning neural models for statistical downscaling.

3. Bansal N. Agarwal C. & Nguyen A. (2020). Sam: The sensitivity of attribution methods to hyperparameters. In Proceedings of the ieee/cvf conference on computer vision and pattern recognition (pp. 8673-8683).

4. Viewing forced climate patterns through an ai lens;Barnes E. A.;Geophysical Research Letters,2019

5. August). Tropospheric and stratospheric causal pathways between the MJO and NAO;Barnes E. A.;J. Geophys. Res. D: Atmos.,2019

Cited by 7 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3