基本信息
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Bio
I'm an atmospheric physicist working at the interface of climate research and machine learning. The Climate Analytics Lab I lead focuses on understanding the interactions between aerosols and clouds, and their representation within global climate models. These interactions are numerous and complex, involving non-linearities and feedbacks which make modelling average responses to any perturbation in aerosol extremely challenging. We're leading the development of a variety of machine learning tools and techniques to alleviate these difficulties and optimally combine a variety of observational datasets, including global satellite and aircraft measurements, to constrain and improve these models.
I'm also keen to foster the application of machine learning to climate science questions more broadly and convene the Machine Learning for Climate Science EGU session and co-convene the “AI and Climate Science” discovery series that is part of the United Nations’ AI for Good program.
I'm also keen to foster the application of machine learning to climate science questions more broadly and convene the Machine Learning for Climate Science EGU session and co-convene the “AI and Climate Science” discovery series that is part of the United Nations’ AI for Good program.
Research Interests
Papers共 112 篇Author StatisticsCo-AuthorSimilar Experts
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arxiv(2024)
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Geophysical Research Lettersno. 11 (2024): n/a-n/a
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ATMOSPHERIC CHEMISTRY AND PHYSICSno. 3 (2024): 1939-1960
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Author Statistics
#Papers: 112
#Citation: 1193
H-Index: 19
G-Index: 34
Sociability: 6
Diversity: 1
Activity: 57
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