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We discuss how Python, a productive high-level language, can be used to develop and accelerate real weather models. To achieve that, we first describe the principles of data-centric Python – a subset of Python and NumPy that can be compiled and transformed via dataflow analysis. We then extend the model to weather and climate modeling with ...
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