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12/14/2021
Climate-Invariant Machine Learning
Data-driven algorithms, in particular neural networks, can emulate the e...
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07/03/2020
Generative Modeling for Atmospheric Convection
To improve climate modeling, we need a better understanding of multi-sca...
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02/20/2020
Towards Physically-consistent, Data-driven Models of Convection
Data-driven algorithms, in particular neural networks, can emulate the e...
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06/15/2019
Achieving Conservation of Energy in Neural Network Emulators for Climate Modeling
Artificial neural-networks have the potential to emulate cloud processes...
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11/15/2018
Plan Interdiction Games
We propose a framework for cyber risk assessment and mitigation which mo...
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05/07/2015