Computational Science: Modelling in Computational Science
Course · 7.5 credits
The course gives an overview of fundamental modelling techniques in computational science. The students get an introduction to mathematical modelling of problems in the sciences and to how these models can be treated using computational methods. In particular, differential equation based models, machine learning for databased models, and Monte-Carlo methods for statistical models, are discussed.
The course treats:
• Differential equation based modelling: Numerical methods to solve ODEs and convergence order. Applications to for instance predicting the spread of diseases and cell programming will be used.
• MCMC based modelling: Central Limit Theorem, Metropolis-Hasting algorithm and error propagation will be covered with examples from statistical thermodynamics.
• Machine learning and big data: We will cover the use of large data sets for creating models by training machine learning algorithms and which conditions are needed to create such models. This will be carried out on climate science applications.
• Sources of errors in computational models, such as modeling errors, discretisations errors and statistical errors.
• Relevant aspects concerning the fields possibilities to contribute to sustainable social developmen
Closed for applicationsApplication opportunities
Mathematics (Faculty of Sciences)
Sölvegatan 18A, 223 62 Lund
Box 118, 221 00 Lund
Requirements and selection
Either a Bachelor's Degree in Physics or at least 90 ECTS credits in natural sciences or engineering, including 43.5 credits in mathematics, of which a course corresponding to NUMA01 Numerical Analysis: Computational Programming with Python, 7.5 credits and 7.5 credits in basic Mathematical statistics. English course 6/B.
English language requirements
Most of Lund University’s programmes require English Level 6 (unless otherwise stated under 'Entry requirements'). This is the equivalent of an overall IELTS score of 6.5 or a TOEFL score of 90. There are several ways to prove your English language proficiency – check which proof is accepted at the University Admissions in Sweden website. All students must prove they meet English language requirements by the deadline, in order to be considered for admission.
Check if there are any country-specific eligibility rules for you to study Bachelor's or Master's studies in Sweden:
Start Autumn Semester 2023
Day-time Lund, part time 50%
28 August 2023 - 26 October 2023
You can only apply for this course in the 'Swedish student' application round. Find out more: Applying for studies – when to apply
How to apply
Lund University uses a national application system run by University Admissions in Sweden. It is only possible to apply during the application periods.
Step 1: Apply online
- Check that you meet the entry requirements of the programme or course you are interested in (refer to the section above on this webpage).
- Start your application – go to the University Admissions in Sweden website where you create an account and select programmes/courses during the application period.
Visit the University Admissions in Sweden website
- Rank your programme/course choices in order of preference and submit them before the application deadline.
Step 2: Submit documents
- Read about how to document your eligibility and how to submit your documents at the University Admissions in Sweden website. Follow any country-specific document rules for Master's studies or Bachelor's studies
Country-specific requirements for Bachelor's studies – universityadmissions.se
Country-specific requirements for Master's studies – universityadmissions.se
- Get all your documents ready:
- official transcripts and high school diploma (Bachelor's applicants)
- official transcripts and degree certificate or proof that you are in the final year of your Bachelor's (Master's applicants)
- passport/ID (all applicants) and
- proof of English proficiency (all applicants).
- Prepare programme-specific documents if stated in the next paragraph on this webpage.
- Upload or send all required documents to University Admissions before the document deadline.
- Pay the application fee (if applicable – refer to the section below on this webpage) before the document deadline.
* Note that the process is different if you are applying as an exchange student or as a part of a cooperation programme (such as Erasmus+).
* If you have studied your entire Bachelor's programme in Sweden and all of your academic credits are in Ladok, you do not have to submit transcripts or your diploma when applying for a Master's programme. However, there may still be other documents you need to submit! See the link below.
* Svensk student?
Läs instruktionerna om att söka till ett internationellt masterprogram på lu.se
Full programme/course tuition fee: SEK 19 375
First payment: SEK 19 375
Citizens of a country outside of the European Union (EU), the European Economic Area (EEA) and Switzerland are required to pay tuition fees. You pay one instalment of the tuition fee in advance of each semester.
EU/EEA citizens and Switzerland
There are no tuition fees for citizens of the European Union (EU), the European Economic Area (EEA) and Switzerland.
If you are required to pay tuition fees, you are generally also required to pay an application fee of SEK 900 when you apply at the University Admissions in Sweden website. You pay one application fee regardless of how many programmes or courses you apply to.
- Paying your application fee – universityadmissions.se
- Exemptions from paying the application fee – universityadmissions.se
- Convert currency – xe.com
*Note that there are no tuition or application fees for exchange students or doctoral/PhD students, regardless of their nationality.
Scholarships & funding
Lund University Global Scholarship programme
The Lund University Global Scholarship programme is a merit-based and selective scholarship targeted at top academic students from countries outside the EU/EEA.
Swedish Institute Scholarships
The Swedish Institute offers scholarships to international students applying for studies in Sweden at Master's level.
Country-specific scholarships and funding options
Lund University has agreements with scholarship organisations and funding bodies in different countries, which may allow applicants to apply for funding or scholarships in their home countries for their studies at Lund University.