Modelling and Simulation 7.5 credits
About the course
The course is divided into four parts which together aim to provide essential modeling and simulation skills for physicists. Part 1 is an introduction to dynamical systems. Among other things, we will analyze Lotka-Volterra and Lorentz equations, with a focus on fixed points and time development. In connection with models in discrete time, period doubling, bifurcation and chaos are also introduced. In part 2, we apply the knowledge from part 1 to introduce disease propagation on networks. These networks can represent flight routes between cities or social connections between people. In part 3, we introduce stochastic simulation methods such as Langevin dynamics, Brownian motion (diffusion) and Monte Carlo methods where the implementation takes its starting point in deterministic molecular dynamics. In part 4, we give a brief introduction to Machine Learning. We mainly focus on applications based on given training datasets, for example classification problems.
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Autumn 2025
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Modelling and Simulation
Second admissions round for EU/EEA citizens
HT25 / Umeå / English / On site
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Starts1 September 2025
Ends2 November 2025
Number of credits7.5 credits
Type of studiesOn site
Study pace50%
Teaching hoursDaytime
Study locationUmeå
LanguageEnglish
Application codeUMU-53009
Eligibility 90 credits including single variable calculus, linear algebra, introductory mathematical statistics, introductory programming methodology and introductory numerical methods. Proficiency in English and Swedish equivalent to the level required for basic eligibility for higher studies. Requirements for Swedish only apply if the course is held in Swedish.SelectionAcademic credits
ApplicationApplication deadline was 15 April 2025. The application period is closed. Please note: This second application round is intended only for EU/EEA/Swiss citizens.
Application and tuition feesAs a citizen of a country outside the European Union (EU), the European Economic Area (EEA) or Switzerland, you are required to pay application and tuition fees for studies at Umeå University.
Application fee: SEK 900
Tuition fee, first instalment: SEK 19,038
Total fee: SEK 19,038
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How to apply
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Late applications
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More about application and admission
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Join a vibrant academic community where high-quality education meets groundbreaking research in science, technology, humanities, and the arts. At Umeå University, you will learn from passionate, expert teachers and benefit from a close connection between research, education, collaboration, and innovation.
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