Essays about: "Filip Ekström"

Found 1 essay containing the words Filip Ekström.

  1. 1. Graph neural networks for prediction of formation energies of crystals

    University essay from Linköpings universitet/Institutionen för fysik, kemi och biologi

    Author : Filip Ekström; [2020]
    Keywords : Machine learning; graph neural networks; formation energies; crystal; transfer learning; phase diagram; Maskininlärning; graf-neuronnät; formationsenergier; kristall; transfer learning; fasdiagram;

    Abstract : Predicting formation energies of crystals is a common but computationally expensive task. In this work, it is therefore investigated how a neural network can be used as a tool for predicting formation energies with less computational cost compared to conventional methods. READ MORE