Essays about: "Axel Dernsjö"

Found 2 essays containing the words Axel Dernsjö.

  1. 1. A Gradient Boosting Tree Approach for Behavioural Credit Scoring

    University essay from KTH/Matematisk statistik

    Author : Axel Dernsjö; Ebba Blom; [2023]
    Keywords : Machine learning; Random forest; Uncertainty measure; Material development; Empirical Bayes; Maskininlärning; Random forest; Osäkerhetsmått; Materialutveckling; Empirical Bayes;

    Abstract : This report evaluates the possibility of using sequential learning in a material development setting to help predict material properties and speed up the development of new materials. To do this a Random forest model was built incorporating carefully calibrated prediction uncertainty estimates. READ MORE

  3. 2. Data-Driven Learning for Approximating Dynamical Systems Using Deep Neural Networks

    University essay from KTH/Skolan för teknikvetenskap (SCI)

    Author : Axel Dernsjö; Max Berg Wahlström; [2021]
    Keywords : ;

    Abstract : In this thesis, a one-step approximation method has been used to produce approximations of two dynamical systems. The two systems considered are a pendulum and a damped dual-mass-spring system. READ MORE