Essays about: "Victor Bellander"

Found 2 essays containing the words Victor Bellander.

  1. 1. Sequential Machine Learning in Material Science

    University essay from KTH/Matematik (Avd.)

    Author : Victor Bellander; [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. Implementation and Optimisation of a Neural Network : How stepping schedules affect learning

    University essay from KTH/Skolan för teknikvetenskap (SCI)

    Author : Axel Boivie; Victor Bellander; [2021]
    Keywords : ;

    Abstract : As this project covers an implementation and optimisation of a neural network, it covers most of the essentials within the field of neural networks and its place within machine learning. The focus, however, lay on studying how stepping schedules affect learning. READ MORE