Essays about: "Federica Bragone"

Found 1 essay containing the words Federica Bragone.

  1. 1. Physics-Informed Machine Learning in Power Transformer Dynamic Thermal Modelling

    University essay from KTH/Matematisk statistik

    Author : Federica Bragone; [2021]
    Keywords : ANN; PINN; PDE; FVM; Transformer; Thermal modelling; ANN; PINN; PDE; FVM; Transformatorer; Termisk modellering;

    Abstract : Artificial neural networks (ANNs) are commonly considered as "black boxes": they can approximate any function without giving any interpretation. Novel research has observed that the laws of physics, which govern everything around us, can supplement the implementation of a neural network. READ MORE