Essays about: "SIR model"

Showing result 1 - 5 of 20 essays containing the words SIR model.

  1. 1. Tau-Leaping Implementations outside of chemistry

    University essay from Lunds universitet/Statistiska institutionen

    Author : Lotta Kornö; [2024]
    Keywords : Tau leaping; Mathematics and Statistics;

    Abstract : Tau-leaping is an algorithm for model simulations most often used in kinetic chemistry. It was created to make simulations more efficient at the cost of some accuracy. However, its uses outside of chemistry are limited but could help make some model simulations more efficient. READ MORE

  3. 2. Impact of Central Nodes in Information Propagation over Graphs

    University essay from Lunds universitet/Matematisk statistik

    Author : Oskar Mellegård; [2023]
    Keywords : Mathematics and Statistics;

    Abstract : There are many systems which can be represented as graphs, to say the least the networks in which we communicate with each other. Thorough understanding of graph structures enables better predictions of the dynamics in real life networks, such as the spreading of a disease in a community or failure propagation in a system. READ MORE

  4. 3. The role of explicit solutions in the analysis of epidemic models

    University essay from Linnéuniversitetet/Institutionen för matematik (MA)

    Author : Kosay Hatem; [2022]
    Keywords : Epidemic models; explicit solutions; numerical solutions;

    Abstract : In this thesis, we will study basic mathematical epidemic models SIR, SIS, and SEIR. Then we will construct a modified model as a combination of SIR and SIS models. First, we will find the explicit solutions for the SIS model. and show no exact solution for the SIR model. READ MORE

  5. 4. A Physics-Informed Deep Learning Framework for Solving Inverse Problems in Epidemiology

    University essay from KTH/Optimeringslära och systemteori

    Author : Magnus Tronstad; [2022]
    Keywords : ;

    Abstract : This thesis develops and evaluates a physics-informed neural network (PINN) modelling framework for solving inverse problems in epidemiology. The PINN works by modifying the standard mean squared error loss function of the neural network, by adding a term penalizing deviations from a given compartmental model's system of ordinary differential equations. READ MORE

  6. 5. Automatic Development of Pharmacokinetic Structural Models

    University essay from Uppsala universitet/Institutionen för farmaci

    Author : Alzahra Hamdan; [2022]
    Keywords : pharmacometrics; non-linear mixed effects; modelling; pharmacokinetics; NONMEM; automation; exhaustive algorithm; stepwise algorithm; structural models; inter-individual variability; residual error models; model selection;

    Abstract : Introduction: The current development strategy of population pharmacokinetic models is a complex and iterative process that is manually performed by modellers. Such a strategy is time-demanding, subjective, and dependent on the modellers’ experience. READ MORE