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KPPax: preprocess differentiable kinetic ODE for machine learning in atmospheric chemistry

Peng, Wenqing et al.
arXiv (All) · Papers
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artificial-intelligence
Atmospheric chemical mechanisms are commonly distributed in the language of the Kinetic PreProcessor (KPP), which generates efficient Fortran or C code but does not fit into the differentiable programming frameworks in which machine-learning models are developed. We present KPPax, a kinetic preproce
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