Essays about: "Håkan Karlsson Faronius"

Found 2 essays containing the words Håkan Karlsson Faronius.

  1. 1. Solving Partial Differential Equations With Neural Networks

    University essay from Uppsala universitet/Matematiska institutionen

    Author : Håkan Karlsson Faronius; [2023]
    Keywords : Partial differential equations; neural networks; physics-informed neural networks; deep ritz method; fourier neural operator; importance sampling; inverse problems;

    Abstract : In this thesis three different approaches for solving partial differential equa-tions with neural networks will be explored; namely Physics-Informed NeuralNetworks, Fourier Neural Operators and the Deep Ritz method. Physics-Informed Neural Networks and the Deep Ritz Method are unsupervised machine learning methods, while the Fourier Neural Operator is a supervised method. READ MORE

  2. 2. On the Implementation of Computer Intensive Methods in Linear Normal Models

    University essay from Uppsala universitet/Tillämpad matematik och statistik

    Author : Håkan Karlsson Faronius; [2021]
    Keywords : ;

    Abstract : .... READ MORE