Sökning: "epidemiologisk modell"

Hittade 2 uppsatser innehållade orden epidemiologisk modell.

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

   Master-uppsats, KTH/Optimeringslära och systemteori

   Författare :Magnus Tronstad; [2022]
   Nyckelord :;

   Sammanfattning : 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. LÄS MER

3. 2. Simulation of airborne transmission of infection in a confined space using an agent-based model

   Kandidat-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Författare :Joel Lützow; Cecilia Mikiver; [2020]
   Nyckelord :Agent-based model; ABM; MASON; measles; airborne transmission; droplet infection; epidemic; epidemiological model; Agentbaserad modell; ABM; MASON; mässling; luftburen smitta; droppinfektion; epidemi; epidemiologisk modell;

   Sammanfattning : As the world observes a new pandemic with COVID-19, it is clear that pathogens can spread rapidly and without recognition of borders. Outbreaks will continue to occur, and so the diseases’ transmission method must be thoroughly understood in order to minimize their impact. LÄS MER