selected publications
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journal article
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A systematic exploration of reservoir computing for forecasting complex spatiotemporal dynamics.
Neural Networks.
530-552.
2022
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Integrating Recurrent Neural Networks With Data Assimilation for Scalable Data-Driven State Estimation.
Journal of Advances in Modeling Earth Systems.
2022
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Distinct sources of interannual subtropical and subpolar Atlantic overturning variability.
Nature Geoscience.
491-+.
2021
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The Arctic Subpolar Gyre sTate Estimate: Description and Assessment of a Data-Constrained, Dynamically Consistent Ocean-Sea Ice Estimate for 2002-2017.
Journal of Advances in Modeling Earth Systems.
2021
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Terrestrial Evaporation and Global Climate: Lessons from Northland, a Planet with a Hemispheric Continent.
Journal of Climate.
2253-2276.
2021
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Bathymetric Influences on Antarctic Ice-Shelf Melt Rates.
Journal of Geophysical Research: Oceans.
2020
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Atmospheric Origins of Variability in the South Atlantic Meridional Overturning Circulation.
Journal of Climate.
1483-1500.
2019
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Potential for rooftop photovoltaics in Tokyo to replace nuclear capacity.
Environmental Research Letters.
2013
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A systematic exploration of reservoir computing for forecasting complex spatiotemporal dynamics.
Neural Networks.
530-552.
2022