Essays about: "Joel Lundqvist"

Found 1 essay containing the words Joel Lundqvist.

  1. 1. Attempts at using Bayesian neural networksfor uncertainty assessments of temperature forecasts

    University essay from Lunds universitet/Förbränningsfysik; Lunds universitet/Fysiska institutionen

    Author : Joel Lundqvist; [2019]
    Keywords : Meteorology; Artificial neural networks; Bayesian neural networks; Forecast uncertainty; Physics and Astronomy;

    Abstract : This thesis describes attempts at estimating the uncertainty of the 2-metre temperature forecast error from a probabilistic point of view, utilizing Bayesian neural networks. Bayesian neural networks are a type of machine-learning algorithms used to find patterns in data and make probabilistic predictions. READ MORE