Essays about: "kassem shehadeh"

Found 2 essays containing the words kassem shehadeh.

  1. 1. A Study of Time-Stepping Methods for Optimization in Supervised Learning

    University essay from Lunds universitet/Matematik LTH; Lunds universitet/Matematikcentrum

    Author : Kassem Shehadeh; [2020]
    Keywords : Supervised machine learning; optimization; time-stepping methods; neural networks; Mathematics and Statistics;

    Abstract : In supervised machine learning, training neural networks requires solving optimization problems. These problems can be restated as gradient flow problems and solved numerically using time-stepping methods. READ MORE

  3. 2. A Mathematical Model and Numerical Simulations of Traffic Flow Problems

    University essay from Lunds universitet/Matematik LTH

    Author : Kassem Shehadeh; [2018]
    Keywords : Mathematics and Statistics;

    Abstract : This report consists of three main parts. The first part explores how the density of traffic on a road can be mathematically modeled as a partial differential equation: a relation between a function and its derivatives. The second part describes an algorithm which can find a numerical solution for the differential equation. READ MORE