Search Results for author: Aranildo Lima

Found 1 papers, 0 papers with code

Forecasting emissions through Kaya identity using Neural Ordinary Differential Equations

no code implementations7 Jan 2022 Pierre Browne, Aranildo Lima, Rossella Arcucci, César Quilodrán-Casas

Starting from the Kaya identity, we used a Neural ODE model to predict the evolution of several indicators related to carbon emissions, on a country-level: population, GDP per capita, energy intensity of GDP, carbon intensity of energy.

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