Sökning: "Machine learining"

Hittade 1 uppsats innehållade orden Machine learining.

  1. 1. Deep Learning Approach to Material Properties

    Kandidat-uppsats, Lunds universitet/Matematisk fysik; Lunds universitet/Fysiska institutionen

    Författare :Love Pettersson; [2020]
    Nyckelord :Artificial Neural Networks; ANN; Deep learning; Density functional theory; DFT; Perovskites; Machine learining; Science General;

    Sammanfattning : In this thesis, we consider a deep learning approach to predict material properties. Primarily we study artificial neural networks (ANN), which predict the energy distance to the convex hull (measure of stability) of perovskites. Further, we explore if the networks can be generalised to predict band gaps and unit cell volume. LÄS MER