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  • title: Short-range forecasts of global precipitation using deep learning-augmented numerical weather prediction
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            Short-range forecasts of global precipitation using deep learning-augmented numerical weather prediction
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            Short-range forecasts of global precipitation using deep learning-augmented numerical weather prediction

            Dec 2, 2022

            Speakers

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            Manmeet Singh

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            Vaisakh Sb

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            NA

            Nachiketa Acharya

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            About

            Precipitation drives the hydroclimate of Earth and its spatiotemporal changes on a day to day basis have one of the most notable socioeconomic impacts. The success of numerical weather prediction (NWP) is measured by the improvement of forecasts for various physical fields such as temperature and pressure. Large biases however exist in the precipitation predictions. Pure deep learning based approaches lack the advancements acheived by NWP in the past two to three decades. Hybrid methodology usin…

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            NeurIPS 2022

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