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LTH Courses

Faculty of Engineering | Lund University

Courses for Pi Programme and Class H18

Engineering Mathematics  H18 

Study Year 1, Academic Year 2018/19 (Mandatory Courses)

Course Code Link to complete information about the course; study periods, programmes etc. Credits Cycle G1: Basic level
G2: Upper basic level
A: Advanced level
S.Ex. stud. The course is suitable for incoming exchange students. Language Language of the course:
E: The course is given in English
E1: The course is given in English upon request
E2: The course may be given in English
S: The course is given in Swedish
Course Name Foot­note Links KS: Course syllabus in Swedish
KE: Course syllabus in English
U: Archive with course evaluations
W: Course Web Page
T: Examination schedule
  18/19
sp1
18/19
sp2
18/19
sp3
18/19
sp4
FMAB20 6 G1 - S Linear Algebra KS KE U W T 1 Lectures: 40 h (45-minute sessions)
Exercises: 16 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 106 h (45-minute sessions)
FMAA05 15 G1 - S Calculus in One Variable KS KE U W T 1 Lectures: 50 h (45-minute sessions)
Exercises: 30 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 133 h (45-minute sessions)
2 Lectures: 50 h (45-minute sessions)
Exercises: 30 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 107 h (45-minute sessions)
FMAA30 4.5 G1 - S Mathematical Communication KS KE U W T 1 Lectures: 10 h (45-minute sessions)
Exercises: 8 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 1 h (45-minute sessions)
Time for self studies: 12 h (45-minute sessions)
2 Lectures: 6 h (45-minute sessions)
Exercises: 2 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 1 h (45-minute sessions)
Time for self studies: 8 h (45-minute sessions)
3 Lectures: 2 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 0 h
4 Lectures: 6 h (45-minute sessions)
Exercises: 6 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 4 h (45-minute sessions)
Time for self studies: 60 h (45-minute sessions)
FMAA10 3 G1 - S Mathematical Modelling X All the projects must be approved during the current academic year. Thus one may not save results on single projects till a later year. KS KE U W T 2 Lectures: 6 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 2 h (45-minute sessions)
Time for self studies: 72 h (45-minute sessions)
EDAA55 9 G1 - S Programming, First Course KS KE U W T 2 Lectures: 30 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 20 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 90 h (45-minute sessions)
3 Lectures: 22 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 12 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 70 h (45-minute sessions)
FMAB35 7.5 G1 - S Calculus in Several Variables KS KE U W T 3 Lectures: 44 h (45-minute sessions)
Exercises: 16 h (45-minute sessions)
Laboratory exercises: 2 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 100 h (45-minute sessions)
4 Lectures: 8 h (45-minute sessions)
Exercises: 6 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 26 h (45-minute sessions)
FMEA15 7.5 G1 - S Mechanics - Statics and Dynamics KS KE U W T 3 Lectures: 42 h (45-minute sessions)
Exercises: 28 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 62 h (45-minute sessions)
4 Lectures: 20 h (45-minute sessions)
Exercises: 20 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 27 h (45-minute sessions)
FAFF40 7.5 G2 - S Waves and Optics KS KE U T 4 Lectures: 40 h (45-minute sessions)
Exercises: 28 h (45-minute sessions)
Laboratory exercises: 16 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 140 h (45-minute sessions)

FMAA10 Mathematical Modelling: All the projects must be approved during the current academic year. Thus one may not save results on single projects till a later year.

Study Year 2, Academic Year 2019/20 (Mandatory Courses)

Course Code Link to complete information about the course; study periods, programmes etc. Credits Cycle G1: Basic level
G2: Upper basic level
A: Advanced level
S.Ex. stud. The course is suitable for incoming exchange students. Language Language of the course:
E: The course is given in English
E1: The course is given in English upon request
E2: The course may be given in English
S: The course is given in Swedish
Course Name Foot­note Links KS: Course syllabus in Swedish
KE: Course syllabus in English
U: Archive with course evaluations
W: Course Web Page
T: Examination schedule
  19/20
sp1
19/20
sp2
19/20
sp3
19/20
sp4
EXTA40 6 G1 - S Introduction to Microeconomic Theory KS KE U W T 1 Lectures: 38 h (45-minute sessions)
Exercises: 14 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 100 h (45-minute sessions)
FMAF01 7 G2 - E1 Mathematics - Analytic Functions KS KE U W T 1 Lectures: 42 h (45-minute sessions)
Exercises: 24 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 1 h (45-minute sessions)
Time for self studies: 128 h (45-minute sessions)
FMSF45 9 G2 - S Mathematical Statistics, Basic Course KS KE U W T 1 Lectures: 18 h (45-minute sessions)
Exercises: 14 h (45-minute sessions)
Laboratory exercises: 4 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 85 h (45-minute sessions)
2 Lectures: 18 h (45-minute sessions)
Exercises: 14 h (45-minute sessions)
Laboratory exercises: 4 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 85 h (45-minute sessions)
FMAF05 7 G2 - E1 Mathematics - Systems and Transforms KS KE U W T 2 Lectures: 40 h (45-minute sessions)
Exercises: 16 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 1 h (45-minute sessions)
Time for self studies: 130 h (45-minute sessions)
FRTF05 7.5 G2 - S Automatic Control, Basic Course KS KE U W T 3 Lectures: 30 h (45-minute sessions)
Exercises: 30 h (45-minute sessions)
Laboratory exercises: 12 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 128 h (45-minute sessions)
EDAA01 7.5 G1 - S Programming - Second Course KS KE U W T 3 Lectures: 28 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 14 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 158 h (45-minute sessions)
FMAN55 7.5 A - S Applied Mathematics KS KE U W T 3 Lectures: 24 h (45-minute sessions)
Exercises: 12 h (45-minute sessions)
Laboratory exercises: 2 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 62 h (45-minute sessions)
4 Lectures: 22 h (45-minute sessions)
Exercises: 14 h (45-minute sessions)
Laboratory exercises: 2 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 62 h (45-minute sessions)
FMAF25 3 G2 - S Mathematical Modelling with Statistical Applications, Project KS KE U W T 4 Lectures: 18 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 3 h (45-minute sessions)
Time for self studies: 59 h (45-minute sessions)
BMEF25 6 G2 - S Signal Processing - Theory and Applications KS KE U W T 4 Lectures: 24 h (45-minute sessions)
Exercises: 16 h (45-minute sessions)
Laboratory exercises: 16 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 104 h (45-minute sessions)

Study Year 3, Academic Year 2020/21 (Mandatory Courses)

Course Code Link to complete information about the course; study periods, programmes etc. Credits Cycle G1: Basic level
G2: Upper basic level
A: Advanced level
S.Ex. stud. The course is suitable for incoming exchange students. Language Language of the course:
E: The course is given in English
E1: The course is given in English upon request
E2: The course may be given in English
S: The course is given in Swedish
Course Name Foot­note Links KS: Course syllabus in Swedish
KE: Course syllabus in English
U: Archive with course evaluations
W: Course Web Page
T: Examination schedule
  20/21
sp1
20/21
sp2
20/21
sp3
20/21
sp4
ETEF01 7 G2 - S Electromagnetic Field Theory KS KE U W T 1 Lectures: 34 h (45-minute sessions)
Exercises: 32 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 110 h (45-minute sessions)
FMSF10 7.5 G2 X E Stationary Stochastic Processes X The course is to be studied together with MASC04 KS KE U W T 1 Lectures: 22 h (45-minute sessions)
Exercises: 16 h (45-minute sessions)
Laboratory exercises: 6 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 145 h (45-minute sessions)
FMAN70 6 A X E1 Matrix Theory KS KE U W T 1 Lectures: 18 h (45-minute sessions)
Exercises: 10 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 1 h (45-minute sessions)
Time for self studies: 56 h (45-minute sessions)
2 Lectures: 12 h (45-minute sessions)
Exercises: 4 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 1 h (45-minute sessions)
Time for self studies: 58 h (45-minute sessions)
FMNN10 8 A X E1 Numerical Methods for Differential Equations KS KE U W T 2 Lectures: 48 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 3 h (45-minute sessions)
Time for self studies: 160 h (45-minute sessions)
FMIF10 6 G2 - S Environmental Systems Studies and Sustainable Development KS KE U T 2 Lectures: 32 h (45-minute sessions)
Exercises: 6 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 68 h (45-minute sessions)
3 Lectures: 2 h (45-minute sessions)
Exercises: 3 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 2 h (45-minute sessions)
Time for self studies: 46 h (45-minute sessions)
FRTN45 4.5 A - S Mathematical Modelling, Advanced Course KS KE U W T 3 Lectures: 4 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 6 h (45-minute sessions)
Time for self studies: 100 h (45-minute sessions)
FMAN65 6 A - S Mathematical Structures KS KE U W T 3 Lectures: 28 h (45-minute sessions)
Exercises: 14 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 118 h (45-minute sessions)
EDAF05 5 G2 X S Algorithms, Data Structures and Complexity KS KE U W T 4 Lectures: 20 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 12 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 100 h (45-minute sessions)
FHLF10 7.5 G2 - E1 Finite Element Method and Introduction to Strength of Materials KS KE U W T 4 Lectures: 32 h (45-minute sessions)
Exercises: 28 h (45-minute sessions)
Laboratory exercises: 2 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 140 h (45-minute sessions)

FMSF10 Stationary Stochastic Processes: The course is to be studied together with MASC04

Study Year 3, Academic Year 2020/21 (Elective Mandatory Courses)

Course Code Link to complete information about the course; study periods, programmes etc. Credits Cycle G1: Basic level
G2: Upper basic level
A: Advanced level
S.Ex. stud. The course is suitable for incoming exchange students. Language Language of the course:
E: The course is given in English
E1: The course is given in English upon request
E2: The course may be given in English
S: The course is given in Swedish
Course Name Foot­note Links KS: Course syllabus in Swedish
KE: Course syllabus in English
U: Archive with course evaluations
W: Course Web Page
T: Examination schedule
  20/21
sp1
20/21
sp2
20/21
sp3
20/21
sp4
EXTG11 4 G2 X E1 Biological Modelling KS KE U W T 3 Lectures: 6 h (45-minute sessions)
Exercises: 8 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 30 h (45-minute sessions)
4 Lectures: 14 h (45-minute sessions)
Exercises: 16 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 30 h (45-minute sessions)
EXTG15 7.5 G2 X E1 Biology, Introductory Course KS KE U W T 3 Lectures: 16 h (45-minute sessions)
Exercises: 8 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 65 h (45-minute sessions)
4 Lectures: 27 h (45-minute sessions)
Exercises: 20 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 65 h (45-minute sessions)

Specialisation pv - Software

Course Code Link to complete information about the course; study periods, programmes etc. Credits Cycle G1: Basic level
G2: Upper basic level
A: Advanced level
Mand./ Elect. The course is
O = Mandatory,
A = Elective mandatory,
V = Elective, or
E = Externally elective
in the programme and spec.
Year Study year the course belongs to according to normal study plan. From year Students are permitted to read the course from this year of study. S.Ex. stud. The course is suitable for incoming exchange students. Language Language of the course:
E: The course is given in English
E1: The course is given in English upon request
E2: The course may be given in English
S: The course is given in Swedish
Course Name Foot­note Links KS: Course syllabus in Swedish
KE: Course syllabus in English
U: Archive with course evaluations
W: Course Web Page
T: Examination schedule
  sp1 sp2 sp3 sp4
FMAN10 7.5 A V 2 - 19/20 2 X E1 Algebraic Structures KS KE U W T 3 Lectures: 28 h (45-minute sessions)
Exercises: 10 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 162 h (45-minute sessions)
EDAP10 7.5 A V 4 - 21/22 4 - S Concurrent Programming KS KE U W T 1 Lectures: 28 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 12 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 160 h (45-minute sessions)
EDAP20 7.5 A V 4 - 21/22 4 X E Intelligent Autonomous Systems KS KE U W T 1 Lectures: 24 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 30 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 144 h (45-minute sessions)
EDAN20 7.5 A V 4 - 21/22 4 X E Language Technology KS KE U W T 1 Lectures: 20 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 14 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 160 h (45-minute sessions)
EDAN26 7.5 A V 4 - 21/22 4 - S Multicore Programming X The course is offered every other academic year and will be given in 2021/22, 2023/24. KS KE U W T 1 Lectures: 24 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 12 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 150 h (45-minute sessions)
EDAN95 7.5 A V 4 - 21/22 4 - E Applied Machine Learning KS KE U W T 2 Lectures: 28 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 14 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 156 h (45-minute sessions)
EDAN01 7.5 A V 4 - 21/22 4 X E1 Constraint Programming KS KE U W T 2 Lectures: 20 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 12 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 160 h (45-minute sessions)
EDIN01 7.5 A V 4 - 21/22 4 X E1 Cryptography KS KE U W T 2 Lectures: 36 h (45-minute sessions)
Exercises: 14 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 2 h (45-minute sessions)
Time for self studies: 148 h (45-minute sessions)
EDAG01 7.5 G2 V 4 - 21/22 4 X S Efficient C X EDAA25 and EDAF15 can not be included in the degree at the same time as EDAG01. KS KE U W T 2 Lectures: 28 h (45-minute sessions)
Exercises: 12 h (45-minute sessions)
Laboratory exercises: 12 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 148 h (45-minute sessions)
FMAF35 6 G2 V 4 - 21/22 4 X E1 Linear and Combinatorial Optimization KS KE U W T 3 Lectures: 26 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 4 h (45-minute sessions)
Time with supervisor for projects: 1 h (45-minute sessions)
Time for self studies: 130 h (45-minute sessions)
FMNN05 7.5 A V 4 - 21/22 4 X E1 Simulation Tools KS KE U W T 3 Lectures: 28 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 3 h (45-minute sessions)
Time for self studies: 169 h (45-minute sessions)
EDAF75 7.5 G2 V 4 - 21/22 4 X S Database Technology KS KE U W T 3 Lectures: 24 h (45-minute sessions)
Exercises: 2 h (45-minute sessions)
Laboratory exercises: 8 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 112 h (45-minute sessions)
4 Lectures: 0 h
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 50 h (45-minute sessions)
FRTN01 10 A V 4 - 21/22 4 X E Real-Time Systems KS KE U W T 3 Lectures: 34 h (45-minute sessions)
Exercises: 22 h (45-minute sessions)
Laboratory exercises: 12 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 132 h (45-minute sessions)
4 Lectures: 0 h
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 12 h (45-minute sessions)
Time for self studies: 54 h (45-minute sessions)
EDAN40 7.5 A V 4 - 21/22 4 X E Functional Programming KS KE U W T 4 Lectures: 28 h (45-minute sessions)
Exercises: 6 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 166 h (45-minute sessions)
EDAP15 7.5 A V 4 - 21/22 4 X E Program Analysis X The course is offered every other academic year and will next be given in 2022/23. KS KE U W T Course on hold Course on hold: The course is not given this academic year, but is planned to be given next academic year.

EDAN26 Multicore Programming: The course is offered every other academic year and will be given in 2021/22, 2023/24.
EDAG01 Efficient C: EDAA25 and EDAF15 can not be included in the degree at the same time as EDAG01.
EDAP15 Program Analysis: The course is offered every other academic year and will next be given in 2022/23.

Specialisation bam - Image Analysis and Machine Intelligence

Course Code Link to complete information about the course; study periods, programmes etc. Credits Cycle G1: Basic level
G2: Upper basic level
A: Advanced level
Mand./ Elect. The course is
O = Mandatory,
A = Elective mandatory,
V = Elective, or
E = Externally elective
in the programme and spec.
Year Study year the course belongs to according to normal study plan. From year Students are permitted to read the course from this year of study. S.Ex. stud. The course is suitable for incoming exchange students. Language Language of the course:
E: The course is given in English
E1: The course is given in English upon request
E2: The course may be given in English
S: The course is given in Swedish
Course Name Foot­note Links KS: Course syllabus in Swedish
KE: Course syllabus in English
U: Archive with course evaluations
W: Course Web Page
T: Examination schedule
  sp1 sp2 sp3 sp4
EDAF80 7.5 G2 V 4 - 21/22 4 X E Computer Graphics KS KE U W T 1 Lectures: 26 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 10 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 160 h (45-minute sessions)
FMAN20 7.5 A V 4 - 21/22 4 X E1 Image Analysis KS KE U W T 1 Lectures: 32 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 2 h (45-minute sessions)
Time for self studies: 166 h (45-minute sessions)
EDAN20 7.5 A V 4 - 21/22 4 X E Language Technology KS KE U W T 1 Lectures: 20 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 14 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 160 h (45-minute sessions)
FMNN01 7.5 A V 4 - 21/22 4 X E Numerical Linear Algebra KS KE U W T 1 Lectures: 36 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 6 h (45-minute sessions)
Time for self studies: 160 h (45-minute sessions)
EXTQ40 7.5 A V 4 - 21/22 4 - E1 Introduction to Artificial Neural Networks and Deep Learning KS KE U W T 2 Lectures: 34 h (45-minute sessions)
Exercises: 10 h (45-minute sessions)
Laboratory exercises: 30 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 126 h (45-minute sessions)
FMSN45 7.5 A V 4 - 21/22 4 X E Mathematical Statistics, Time Series Analysis X The course is to be studied together with MASM17. KS KE U W T 2 Lectures: 24 h (45-minute sessions)
Exercises: 12 h (45-minute sessions)
Laboratory exercises: 12 h (45-minute sessions)
Time with supervisor for projects: 5 h (45-minute sessions)
Time for self studies: 120 h (45-minute sessions)
FMAN30 7.5 A V 4 - 21/22 4 X E1 Medical Image Analysis KS KE U W T 2 Lectures: 32 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 3 h (45-minute sessions)
Time for self studies: 165 h (45-minute sessions)
FMAN61 7.5 A V 4 - 21/22 4 X E1 Optimization KS KE U W T 2 Lectures: 32 h (45-minute sessions)
Exercises: 14 h (45-minute sessions)
Laboratory exercises: 4 h (45-minute sessions)
Time with supervisor for projects: 2 h (45-minute sessions)
Time for self studies: 148 h (45-minute sessions)
FMSN20 7.5 A V 4 - 21/22 4 X E Spatial Statistics with Image Analysis X The course is to be studied together with MASM25 KS KE U W T 2 Lectures: 26 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 18 h (45-minute sessions)
Time with supervisor for projects: 5 h (45-minute sessions)
Time for self studies: 150 h (45-minute sessions)
EDAP01 7.5 A V 4 - 21/22 4 X E Artificial Intelligence KS KE U W T 3 Lectures: 28 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 170 h (45-minute sessions)
FMAN95 7.5 A V 4 - 21/22 4 X E1 Computer Vision KS KE U W T 3 Lectures: 32 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 2 h (45-minute sessions)
Time for self studies: 166 h (45-minute sessions)
FMSN50 7.5 A V 4 - 21/22 4 X E Monte Carlo and Empirical Methods for Stochastic Inference X The course is to be studied together with MASM11. KS KE U W T 3 Lectures: 28 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 12 h (45-minute sessions)
Time with supervisor for projects: 5 h (45-minute sessions)
Time for self studies: 140 h (45-minute sessions)
FMSN30 7.5 A V 4 - 21/22 4 X E Linear and Logistic Regression KS KE U W T 4 Lectures: 24 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 26 h (45-minute sessions)
Time with supervisor for projects: 2 h (45-minute sessions)
Time for self studies: 120 h (45-minute sessions)
FMAN45 7.5 A V 4 - 21/22 4 - E1 Machine Learning KS KE U W T 4 Lectures: 28 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 2 h (45-minute sessions)
Time for self studies: 170 h (45-minute sessions)

FMSN45 Mathematical Statistics, Time Series Analysis: The course is to be studied together with MASM17.
FMSN20 Spatial Statistics with Image Analysis: The course is to be studied together with MASM25
FMSN50 Monte Carlo and Empirical Methods for Stochastic Inference: The course is to be studied together with MASM11.

Specialisation bem - Computational Mechanics

Course Code Link to complete information about the course; study periods, programmes etc. Credits Cycle G1: Basic level
G2: Upper basic level
A: Advanced level
Mand./ Elect. The course is
O = Mandatory,
A = Elective mandatory,
V = Elective, or
E = Externally elective
in the programme and spec.
Year Study year the course belongs to according to normal study plan. From year Students are permitted to read the course from this year of study. S.Ex. stud. The course is suitable for incoming exchange students. Language Language of the course:
E: The course is given in English
E1: The course is given in English upon request
E2: The course may be given in English
S: The course is given in Swedish
Course Name Foot­note Links KS: Course syllabus in Swedish
KE: Course syllabus in English
U: Archive with course evaluations
W: Course Web Page
T: Examination schedule
  sp1 sp2 sp3 sp4
FHLN05 7.5 A V 4 - 21/22 4 X E Computational Inelasticity KS KE U W T 1 Lectures: 38 h (45-minute sessions)
Exercises: 28 h (45-minute sessions)
Laboratory exercises: 4 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 130 h (45-minute sessions)
FMEN21 7.5 A V 4 - 21/22 4 X E Continuum Mechanics KS KE U W T 1 Lectures: 42 h (45-minute sessions)
Exercises: 14 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 2 h (45-minute sessions)
Time for self studies: 142 h (45-minute sessions)
FHLN20 7.5 A V 4 - 21/22 4 X E Finite Element Method for Non-linear Systems KS KE U W T 2 Lectures: 28 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 28 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 144 h (45-minute sessions)
MMVN10 7.5 A V 4 - 21/22 4 - S Fluid Mechanics KS KE U W T 2 Lectures: 26 h (45-minute sessions)
Exercises: 46 h (45-minute sessions)
Laboratory exercises: 4 h (45-minute sessions)
Time with supervisor for projects: 8 h (45-minute sessions)
Time for self studies: 116 h (45-minute sessions)
FMEN11 7.5 A V 4 - 21/22 4 X E Mechanical Vibrations KS KE U W T 2 Lectures: 42 h (45-minute sessions)
Exercises: 14 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 144 h (45-minute sessions)
FMAN61 7.5 A V 4 - 21/22 4 X E1 Optimization KS KE U W T 2 Lectures: 32 h (45-minute sessions)
Exercises: 14 h (45-minute sessions)
Laboratory exercises: 4 h (45-minute sessions)
Time with supervisor for projects: 2 h (45-minute sessions)
Time for self studies: 148 h (45-minute sessions)
MVKN90 7.5 A V 4 - 21/22 4 X E Turbulence - Theory and Modelling KS KE U W T 2 Lectures: 28 h (45-minute sessions)
Exercises: 26 h (45-minute sessions)
Laboratory exercises: 8 h (45-minute sessions)
Time with supervisor for projects: 4 h (45-minute sessions)
Time for self studies: 134 h (45-minute sessions)
FMEN02 7.5 A V 4 - 21/22 4 X E Multibody Dynamics KS KE U W T 3 Lectures: 36 h (45-minute sessions)
Exercises: 14 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 4 h (45-minute sessions)
Time for self studies: 146 h (45-minute sessions)
VSMN10 7.5 A V 4 - 21/22 4 X E1 Structural Dynamic Computing KS KE U W T 3 Lectures: 20 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 8 h (45-minute sessions)
Time with supervisor for projects: 2 h (45-minute sessions)
Time for self studies: 170 h (45-minute sessions)
FHLN01 7.5 A V 4 - 21/22 4 X E Structural Optimization KS KE U W T 3 Lectures: 28 h (45-minute sessions)
Exercises: 26 h (45-minute sessions)
Laboratory exercises: 2 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 100 h (45-minute sessions)
FMAN25 7.5 A V 4 - 21/22 4 X E1 Calculus of Variations KS KE U W T 3 Lectures: 18 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 82 h (45-minute sessions)
4 Lectures: 16 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 84 h (45-minute sessions)
MMVN05 7.5 A V 4 - 21/22 4 X E Numerical Fluid Dynamics and Heat Transfer KS KE U W T 4 Lectures: 28 h (45-minute sessions)
Exercises: 24 h (45-minute sessions)
Laboratory exercises: 10 h (45-minute sessions)
Time with supervisor for projects: 4 h (45-minute sessions)
Time for self studies: 134 h (45-minute sessions)

Specialisation biek - Biological, Ecological and Medical Modelling

Course Code Link to complete information about the course; study periods, programmes etc. Credits Cycle G1: Basic level
G2: Upper basic level
A: Advanced level
Mand./ Elect. The course is
O = Mandatory,
A = Elective mandatory,
V = Elective, or
E = Externally elective
in the programme and spec.
Year Study year the course belongs to according to normal study plan. From year Students are permitted to read the course from this year of study. S.Ex. stud. The course is suitable for incoming exchange students. Language Language of the course:
E: The course is given in English
E1: The course is given in English upon request
E2: The course may be given in English
S: The course is given in Swedish
Course Name Foot­note Links KS: Course syllabus in Swedish
KE: Course syllabus in English
U: Archive with course evaluations
W: Course Web Page
T: Examination schedule
  sp1 sp2 sp3 sp4
BMEN05 7.5 A V 4 - 21/22 4 X E Biomechanics KS KE U W T 1 Lectures: 32 h (45-minute sessions)
Exercises: 8 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 10 h (45-minute sessions)
Time for self studies: 110 h (45-minute sessions)
FMAN20 7.5 A V 4 - 21/22 4 X E1 Image Analysis KS KE U W T 1 Lectures: 32 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 2 h (45-minute sessions)
Time for self studies: 166 h (45-minute sessions)
FMAN15 7.5 A V 4 - 21/22 4 X E Nonlinear Dynamical Systems KS KE U W T 1 Lectures: 16 h (45-minute sessions)
Exercises: 6 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 78 h (45-minute sessions)
2 Lectures: 14 h (45-minute sessions)
Exercises: 8 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 78 h (45-minute sessions)
FMSN45 7.5 A V 4 - 21/22 4 X E Mathematical Statistics, Time Series Analysis X The course is to be studied together with MASM17. KS KE U W T 2 Lectures: 24 h (45-minute sessions)
Exercises: 12 h (45-minute sessions)
Laboratory exercises: 12 h (45-minute sessions)
Time with supervisor for projects: 5 h (45-minute sessions)
Time for self studies: 120 h (45-minute sessions)
FMAN30 7.5 A V 4 - 21/22 4 X E1 Medical Image Analysis KS KE U W T 2 Lectures: 32 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 3 h (45-minute sessions)
Time for self studies: 165 h (45-minute sessions)
FMSN20 7.5 A V 4 - 21/22 4 X E Spatial Statistics with Image Analysis X The course is to be studied together with MASM25 KS KE U W T 2 Lectures: 26 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 18 h (45-minute sessions)
Time with supervisor for projects: 5 h (45-minute sessions)
Time for self studies: 150 h (45-minute sessions)
BMEN10 7.5 A V 4 - 21/22 4 X E Tissue Biomechanics KS KE U W T 2 Lectures: 24 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 20 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 100 h (45-minute sessions)
EXTQ20 7.5 A V 4 - 21/22 4 - E1 Biological Systems KS KE U W T 3 Lectures: 40 h (45-minute sessions)
Exercises: 10 h (45-minute sessions)
Laboratory exercises: 20 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 130 h (45-minute sessions)
EITN65 7.5 A V 4 - 21/22 4 X E1 Measurement and Modeling of the Central Nervous System Function KS KE U W T 3 Lectures: 24 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 6 h (45-minute sessions)
Time for self studies: 170 h (45-minute sessions)
FMSN35 7.5 A V 4 - 21/22 4 X E Stationary and Non-stationary Spectral Analysis X The course is offered every other academic year and will be given in 2021/22, 2023/24. KS KE U W T 3 Lectures: 18 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 5 h (45-minute sessions)
Time for self studies: 170 h (45-minute sessions)
FMAN01 7.5 A V 4 - 21/22 4 X E1 Biomathematics KS KE U W T 3 Lectures: 14 h (45-minute sessions)
Exercises: 6 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 1 h (45-minute sessions)
Time for self studies: 79 h (45-minute sessions)
4 Lectures: 14 h (45-minute sessions)
Exercises: 6 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 1 h (45-minute sessions)
Time for self studies: 79 h (45-minute sessions)
BMEN01 7.5 A V 4 - 21/22 4 X E1 Biomedical Signal Processing KS KE U W T 4 Lectures: 14 h (45-minute sessions)
Exercises: 14 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 7 h (45-minute sessions)
Time for self studies: 165 h (45-minute sessions)
FMSF65 7.5 G2 V 4 - 21/22 4 X E Design of Experiments KS KE U W T 4 Lectures: 14 h (45-minute sessions)
Exercises: 14 h (45-minute sessions)
Laboratory exercises: 14 h (45-minute sessions)
Time with supervisor for projects: 1 h (45-minute sessions)
Time for self studies: 150 h (45-minute sessions)
FMSN30 7.5 A V 4 - 21/22 4 X E Linear and Logistic Regression KS KE U W T 4 Lectures: 24 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 26 h (45-minute sessions)
Time with supervisor for projects: 2 h (45-minute sessions)
Time for self studies: 120 h (45-minute sessions)
FMSN55 7.5 A V 4 - 21/22 4 X E Statistical Modelling of Extreme Values KS KE U W T 4 Lectures: 28 h (45-minute sessions)
Exercises: 14 h (45-minute sessions)
Laboratory exercises: 9 h (45-minute sessions)
Time with supervisor for projects: 1 h (45-minute sessions)
Time for self studies: 120 h (45-minute sessions)

FMSN45 Mathematical Statistics, Time Series Analysis: The course is to be studied together with MASM17.
FMSN20 Spatial Statistics with Image Analysis: The course is to be studied together with MASM25
FMSN35 Stationary and Non-stationary Spectral Analysis: The course is offered every other academic year and will be given in 2021/22, 2023/24.

Specialisation bs - Computation and Simulation

Course Code Link to complete information about the course; study periods, programmes etc. Credits Cycle G1: Basic level
G2: Upper basic level
A: Advanced level
Mand./ Elect. The course is
O = Mandatory,
A = Elective mandatory,
V = Elective, or
E = Externally elective
in the programme and spec.
Year Study year the course belongs to according to normal study plan. From year Students are permitted to read the course from this year of study. S.Ex. stud. The course is suitable for incoming exchange students. Language Language of the course:
E: The course is given in English
E1: The course is given in English upon request
E2: The course may be given in English
S: The course is given in Swedish
Course Name Foot­note Links KS: Course syllabus in Swedish
KE: Course syllabus in English
U: Archive with course evaluations
W: Course Web Page
T: Examination schedule
  sp1 sp2 sp3 sp4
FMNN25 7.5 A V 4 - 21/22 4 X E1 Advanced Course in Numerical Algorithms with Python/SciPy KS KE U W T 1 Lectures: 28 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 3 h (45-minute sessions)
Time for self studies: 169 h (45-minute sessions)
FMNN01 7.5 A V 4 - 21/22 4 X E Numerical Linear Algebra KS KE U W T 1 Lectures: 36 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 6 h (45-minute sessions)
Time for self studies: 160 h (45-minute sessions)
FMAN80 7.5 A V 4 - 21/22 4 X E1 Functional Analysis and Harmonic Analysis KS KE U W T 1 Lectures: 20 h (45-minute sessions)
Exercises: 10 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 108 h (45-minute sessions)
2 Lectures: 8 h (45-minute sessions)
Exercises: 4 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 50 h (45-minute sessions)
FMAN15 7.5 A V 4 - 21/22 4 X E Nonlinear Dynamical Systems KS KE U W T 1 Lectures: 16 h (45-minute sessions)
Exercises: 6 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 78 h (45-minute sessions)
2 Lectures: 14 h (45-minute sessions)
Exercises: 8 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 78 h (45-minute sessions)
FHLN20 7.5 A V 4 - 21/22 4 X E Finite Element Method for Non-linear Systems KS KE U W T 2 Lectures: 28 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 28 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 144 h (45-minute sessions)
FMAN61 7.5 A V 4 - 21/22 4 X E1 Optimization KS KE U W T 2 Lectures: 32 h (45-minute sessions)
Exercises: 14 h (45-minute sessions)
Laboratory exercises: 4 h (45-minute sessions)
Time with supervisor for projects: 2 h (45-minute sessions)
Time for self studies: 148 h (45-minute sessions)
FMAF35 6 G2 V 4 - 21/22 4 X E1 Linear and Combinatorial Optimization KS KE U W T 3 Lectures: 26 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 4 h (45-minute sessions)
Time with supervisor for projects: 1 h (45-minute sessions)
Time for self studies: 130 h (45-minute sessions)
FMSN50 7.5 A V 4 - 21/22 4 X E Monte Carlo and Empirical Methods for Stochastic Inference X The course is to be studied together with MASM11. KS KE U W T 3 Lectures: 28 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 12 h (45-minute sessions)
Time with supervisor for projects: 5 h (45-minute sessions)
Time for self studies: 140 h (45-minute sessions)
EITN90 7.5 A V 4 - 21/22 4 X E Radar and Remote Sensing KS KE U W T 3 Lectures: 28 h (45-minute sessions)
Exercises: 8 h (45-minute sessions)
Laboratory exercises: 12 h (45-minute sessions)
Time with supervisor for projects: 5 h (45-minute sessions)
Time for self studies: 147 h (45-minute sessions)
FMNN05 7.5 A V 4 - 21/22 4 X E1 Simulation Tools KS KE U W T 3 Lectures: 28 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 3 h (45-minute sessions)
Time for self studies: 169 h (45-minute sessions)
FMAN25 7.5 A V 4 - 21/22 4 X E1 Calculus of Variations KS KE U W T 3 Lectures: 18 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 82 h (45-minute sessions)
4 Lectures: 16 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 84 h (45-minute sessions)
VSMN20 7.5 A V 4 - 21/22 4 X E1 Software Development for Technical Applications KS KE U W T 4 Lectures: 16 h (45-minute sessions)
Exercises: 32 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 152 h (45-minute sessions)

FMSN50 Monte Carlo and Empirical Methods for Stochastic Inference: The course is to be studied together with MASM11.

Specialisation fm - Financial Modelling

Course Code Link to complete information about the course; study periods, programmes etc. Credits Cycle G1: Basic level
G2: Upper basic level
A: Advanced level
Mand./ Elect. The course is
O = Mandatory,
A = Elective mandatory,
V = Elective, or
E = Externally elective
in the programme and spec.
Year Study year the course belongs to according to normal study plan. From year Students are permitted to read the course from this year of study. S.Ex. stud. The course is suitable for incoming exchange students. Language Language of the course:
E: The course is given in English
E1: The course is given in English upon request
E2: The course may be given in English
S: The course is given in Swedish
Course Name Foot­note Links KS: Course syllabus in Swedish
KE: Course syllabus in English
U: Archive with course evaluations
W: Course Web Page
T: Examination schedule
  sp1 sp2 sp3 sp4
EXTF45 6 G2 O 4 - 21/22 4 - S Financial Management KS KE U W T 2 Lectures: 32 h (45-minute sessions)
Exercises: 10 h (45-minute sessions)
Laboratory exercises: 6 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 110 h (45-minute sessions)
EXTP50 7.5 A V 4 - 21/22 4 - E Advanced Microeconomic Analysis KS KE U W T 1 Lectures: 32 h (45-minute sessions)
Exercises: 10 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 120 h (45-minute sessions)
EDAN95 7.5 A V 4 - 21/22 4 - E Applied Machine Learning KS KE U W T 2 Lectures: 28 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 14 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 156 h (45-minute sessions)
EXTQ30 7.5 A V 4 - 21/22 4 X E Economics, Empirical Finance X The course is to be studied together with NEKN82, which is given by the Department of Economics. Does not follow the study period structure. KS KE U W T 2 Lectures: 34 h (45-minute sessions)
Exercises: 8 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 100 h (45-minute sessions)
FMSN60 7.5 A V 4 - 21/22 4 X E Financial Statistics X The course is to be studied together with MASM18 KS KE U W T 2 Lectures: 28 h (45-minute sessions)
Exercises: 14 h (45-minute sessions)
Laboratory exercises: 16 h (45-minute sessions)
Time with supervisor for projects: 5 h (45-minute sessions)
Time for self studies: 130 h (45-minute sessions)
FMSN45 7.5 A V 4 - 21/22 4 X E Mathematical Statistics, Time Series Analysis X The course is to be studied together with MASM17. KS KE U W T 2 Lectures: 24 h (45-minute sessions)
Exercises: 12 h (45-minute sessions)
Laboratory exercises: 12 h (45-minute sessions)
Time with supervisor for projects: 5 h (45-minute sessions)
Time for self studies: 120 h (45-minute sessions)
FMAN61 7.5 A V 4 - 21/22 4 X E1 Optimization KS KE U W T 2 Lectures: 32 h (45-minute sessions)
Exercises: 14 h (45-minute sessions)
Laboratory exercises: 4 h (45-minute sessions)
Time with supervisor for projects: 2 h (45-minute sessions)
Time for self studies: 148 h (45-minute sessions)
FMAN40 3 A V 4 - 21/22 4 X E1 Project in Applied Mathematics KS KE U W T 2 Lectures: 0 h
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 10 h (45-minute sessions)
Time for self studies: 70 h (45-minute sessions)
EXTQ35 7.5 A V 4 - 21/22 4 X E Financial Valuation and Risk Management X The course is to be studied together with NEKN83, which is given by the Department of Economics. Does not follow the study period structure. KS KE U W T 3 Lectures: 40 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 4 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 150 h (45-minute sessions)
FMSN50 7.5 A V 4 - 21/22 4 X E Monte Carlo and Empirical Methods for Stochastic Inference X The course is to be studied together with MASM11. KS KE U W T 3 Lectures: 28 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 12 h (45-minute sessions)
Time with supervisor for projects: 5 h (45-minute sessions)
Time for self studies: 140 h (45-minute sessions)
FMAN25 7.5 A V 4 - 21/22 4 X E1 Calculus of Variations KS KE U W T 3 Lectures: 18 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 82 h (45-minute sessions)
4 Lectures: 16 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 84 h (45-minute sessions)
FMSN30 7.5 A V 4 - 21/22 4 X E Linear and Logistic Regression KS KE U W T 4 Lectures: 24 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 26 h (45-minute sessions)
Time with supervisor for projects: 2 h (45-minute sessions)
Time for self studies: 120 h (45-minute sessions)
FMAN40 3 A V 4 - 21/22 4 X E1 Project in Applied Mathematics KS KE U W T 4 Lectures: 0 h
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 10 h (45-minute sessions)
Time for self studies: 70 h (45-minute sessions)
FMSN55 7.5 A V 4 - 21/22 4 X E Statistical Modelling of Extreme Values KS KE U W T 4 Lectures: 28 h (45-minute sessions)
Exercises: 14 h (45-minute sessions)
Laboratory exercises: 9 h (45-minute sessions)
Time with supervisor for projects: 1 h (45-minute sessions)
Time for self studies: 120 h (45-minute sessions)

EXTQ30 Economics, Empirical Finance: The course is to be studied together with NEKN82, which is given by the Department of Economics. Does not follow the study period structure.
FMSN60 Financial Statistics: The course is to be studied together with MASM18
FMSN45 Mathematical Statistics, Time Series Analysis: The course is to be studied together with MASM17.
EXTQ35 Financial Valuation and Risk Management: The course is to be studied together with NEKN83, which is given by the Department of Economics. Does not follow the study period structure.
FMSN50 Monte Carlo and Empirical Methods for Stochastic Inference: The course is to be studied together with MASM11.

Specialisation ssr - Systems, Signals and Control

Course Code Link to complete information about the course; study periods, programmes etc. Credits Cycle G1: Basic level
G2: Upper basic level
A: Advanced level
Mand./ Elect. The course is
O = Mandatory,
A = Elective mandatory,
V = Elective, or
E = Externally elective
in the programme and spec.
Year Study year the course belongs to according to normal study plan. From year Students are permitted to read the course from this year of study. S.Ex. stud. The course is suitable for incoming exchange students. Language Language of the course:
E: The course is given in English
E1: The course is given in English upon request
E2: The course may be given in English
S: The course is given in Swedish
Course Name Foot­note Links KS: Course syllabus in Swedish
KE: Course syllabus in English
U: Archive with course evaluations
W: Course Web Page
T: Examination schedule
  sp1 sp2 sp3 sp4
FRTN55 7.5 A V 4 - 21/22 4 X E Automatic Control, Advanced Course KS KE U W T 1 Lectures: 30 h (45-minute sessions)
Exercises: 28 h (45-minute sessions)
Laboratory exercises: 12 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 130 h (45-minute sessions)
FMSF15 7.5 G2 V 4 - 21/22 4 X E Markov Processes X The course is to be studied together with MASC03. KS KE U W T 1 Lectures: 26 h (45-minute sessions)
Exercises: 16 h (45-minute sessions)
Laboratory exercises: 6 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 140 h (45-minute sessions)
EITN60 7.5 A V 4 - 21/22 4 X E Optimum and Adaptive Signal Processing KS KE U W T 1 Lectures: 16 h (45-minute sessions)
Exercises: 28 h (45-minute sessions)
Laboratory exercises: 8 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 148 h (45-minute sessions)
FMAN80 7.5 A V 4 - 21/22 4 X E1 Functional Analysis and Harmonic Analysis KS KE U W T 1 Lectures: 20 h (45-minute sessions)
Exercises: 10 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 108 h (45-minute sessions)
2 Lectures: 8 h (45-minute sessions)
Exercises: 4 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 50 h (45-minute sessions)
FRTN65 7.5 A V 4 - 21/22 4 X E Modelling and Learning from Data KS KE U W T 1 Lectures: 16 h (45-minute sessions)
Exercises: 10 h (45-minute sessions)
Laboratory exercises: 4 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 70 h (45-minute sessions)
2 Lectures: 14 h (45-minute sessions)
Exercises: 10 h (45-minute sessions)
Laboratory exercises: 8 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 68 h (45-minute sessions)
FMAN15 7.5 A V 4 - 21/22 4 X E Nonlinear Dynamical Systems KS KE U W T 1 Lectures: 16 h (45-minute sessions)
Exercises: 6 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 78 h (45-minute sessions)
2 Lectures: 14 h (45-minute sessions)
Exercises: 8 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 78 h (45-minute sessions)
EXTQ40 7.5 A V 4 - 21/22 4 - E1 Introduction to Artificial Neural Networks and Deep Learning KS KE U W T 2 Lectures: 34 h (45-minute sessions)
Exercises: 10 h (45-minute sessions)
Laboratory exercises: 30 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 126 h (45-minute sessions)
FMSN45 7.5 A V 4 - 21/22 4 X E Mathematical Statistics, Time Series Analysis X The course is to be studied together with MASM17. KS KE U W T 2 Lectures: 24 h (45-minute sessions)
Exercises: 12 h (45-minute sessions)
Laboratory exercises: 12 h (45-minute sessions)
Time with supervisor for projects: 5 h (45-minute sessions)
Time for self studies: 120 h (45-minute sessions)
FRTN05 7.5 A V 4 - 21/22 4 X E Non-Linear Control and Servo Systems KS KE U W T 2 Lectures: 28 h (45-minute sessions)
Exercises: 28 h (45-minute sessions)
Laboratory exercises: 12 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 130 h (45-minute sessions)
FMSN20 7.5 A V 4 - 21/22 4 X E Spatial Statistics with Image Analysis X The course is to be studied together with MASM25 KS KE U W T 2 Lectures: 26 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 18 h (45-minute sessions)
Time with supervisor for projects: 5 h (45-minute sessions)
Time for self studies: 150 h (45-minute sessions)
FRTN75 7.5 A V 4 - 21/22 4 X E Learning-Based Control X Replaces FRTN15 Predictive Control. KS KE U W T 3 Lectures: 28 h (45-minute sessions)
Exercises: 28 h (45-minute sessions)
Laboratory exercises: 12 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 130 h (45-minute sessions)
FMSN35 7.5 A V 4 - 21/22 4 X E Stationary and Non-stationary Spectral Analysis X The course is offered every other academic year and will be given in 2021/22, 2023/24. KS KE U W T 3 Lectures: 18 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 5 h (45-minute sessions)
Time for self studies: 170 h (45-minute sessions)
EITN45 7.5 A V 4 - 21/22 4 X E Information Theory KS KE U W T 4 Lectures: 26 h (45-minute sessions)
Exercises: 14 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 160 h (45-minute sessions)
ETIF10 7.5 G2 V 4 - 21/22 4 X E1 Signal Processing - Design and Implementation KS KE U W T 4 Lectures: 22 h (45-minute sessions)
Exercises: 22 h (45-minute sessions)
Laboratory exercises: 8 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 148 h (45-minute sessions)

FMSF15 Markov Processes: The course is to be studied together with MASC03.
FMSN45 Mathematical Statistics, Time Series Analysis: The course is to be studied together with MASM17.
FMSN20 Spatial Statistics with Image Analysis: The course is to be studied together with MASM25
FRTN75 Learning-Based Control: Replaces FRTN15 Predictive Control.
FMSN35 Stationary and Non-stationary Spectral Analysis: The course is offered every other academic year and will be given in 2021/22, 2023/24.

Elective Courses - Pi

Course Code Link to complete information about the course; study periods, programmes etc. Credits Cycle G1: Basic level
G2: Upper basic level
A: Advanced level
Year Study year the course belongs to according to normal study plan. From year Students are permitted to read the course from this year of study. S.Ex. stud. The course is suitable for incoming exchange students. Language Language of the course:
E: The course is given in English
E1: The course is given in English upon request
E2: The course may be given in English
S: The course is given in Swedish
Course Name Foot­note Links KS: Course syllabus in Swedish
KE: Course syllabus in English
U: Archive with course evaluations
W: Course Web Page
T: Examination schedule
  sp1 sp2 sp3 sp4
FMAA60 7.5 G1 1 - 18/19 1 - S Introduction to Real Analysis KS KE U W T 1 Lectures: 26 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 174 h (45-minute sessions)
FMAA25 7.5 G1 1 - 18/19 1 X E1 Discrete Mathematics KS KE U W T 2 Lectures: 54 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 2 h (45-minute sessions)
Time for self studies: 144 h (45-minute sessions)
FMAA25 4 Lectures: 54 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 2 h (45-minute sessions)
Time for self studies: 144 h (45-minute sessions)
FRTF15 3 G2 2 - 19/20 2 - S Control Theory KS KE U W T 3 Lectures: 12 h (45-minute sessions)
Exercises: 12 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 12 h (45-minute sessions)
Time for self studies: 44 h (45-minute sessions)
FMFF30 4.5 G2 2 - 19/20 2 - S Theory of Relativity KS KE U W T 3 Lectures: 21 h (45-minute sessions)
Exercises: 21 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 78 h (45-minute sessions)
FMAN50 3 A 3 - 20/21 3 - E International Project Course - Mathematical Modelling X Specific application procedure. The course is given in August. KS KE U W T 4 Lectures: 0 h
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 10 h (45-minute sessions)
Time for self studies: 40 h (45-minute sessions)
FRTF20 7.5 G2 4 - 21/22 4 X E Applied Robotics KS KE U W T 1 Lectures: 28 h (45-minute sessions)
Exercises: 22 h (45-minute sessions)
Laboratory exercises: 8 h (45-minute sessions)
Time with supervisor for projects: 20 h (45-minute sessions)
Time for self studies: 100 h (45-minute sessions)
EDAN65 7.5 A 4 - 21/22 4 X E1 Compilers KS KE U W T 1 Lectures: 28 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 12 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 160 h (45-minute sessions)
EITG05 7.5 G2 4 - 21/22 4 X E Digital Communications KS KE U W T 1 Lectures: 24 h (45-minute sessions)
Exercises: 28 h (45-minute sessions)
Laboratory exercises: 4 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 144 h (45-minute sessions)
IYT000 15 G2 4 - 21/22 3 - S Engineering Training Course KS KE U W 1 Lectures: 0 h
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 400 h (45-minute sessions)
MTTF01 5 G2 4 - 21/22 4 - S Logistics KS KE U W T 1 Lectures: 24 h (45-minute sessions)
Exercises: 8 h (45-minute sessions)
Laboratory exercises: 2 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 86 h (45-minute sessions)
EDAF60 4.5 G2 4 - 21/22 4 - S Object-oriented Modelling and Design KS KE U W T 1 Lectures: 14 h (45-minute sessions)
Exercises: 10 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 2 h (45-minute sessions)
Time for self studies: 94 h (45-minute sessions)
FMEN35 7.5 A 4 - 21/22 4 X E1 Project - Engineering Mechanics KS KE U W T 1 Lectures: 0 h
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 20 h (45-minute sessions)
Time for self studies: 180 h (45-minute sessions)
EDAN70 7.5 A 4 - 21/22 4 X E1 Project in Computer Science X The course is given once per study period and is open for zero or more project areas each course instance. The prerequisites depend on the project area. KS KE U W T 1 Lectures: 2 h (45-minute sessions)
Exercises: 4 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 12 h (45-minute sessions)
Time for self studies: 182 h (45-minute sessions)
FHLN35 7.5 A 4 - 21/22 4 - E1 Project in Solid Mechanics KS KE U W T 1 Lectures: 0 h
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 20 h (45-minute sessions)
Time for self studies: 180 h (45-minute sessions)
EITF65 9 G2 4 - 21/22 4 - S Design of Digital Circuits - A Systems Approach KS KE U W T 1 Lectures: 28 h (45-minute sessions)
Exercises: 28 h (45-minute sessions)
Laboratory exercises: 12 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 71 h (45-minute sessions)
2 Lectures: 10 h (45-minute sessions)
Exercises: 14 h (45-minute sessions)
Laboratory exercises: 12 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 63 h (45-minute sessions)
MVKP05 7.5 A 4 - 21/22 4 X E1 Project - Formula Student KS KE U W T 1 Lectures: 0 h
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 25 h (45-minute sessions)
Time for self studies: 75 h (45-minute sessions)
2 Lectures: 0 h
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 25 h (45-minute sessions)
Time for self studies: 75 h (45-minute sessions)
EDAG05 7.5 G2 4 - 21/22 4 - E1 Agile Software Development - Project KS KE U W T 2 Lectures: 16 h (45-minute sessions)
Exercises: 12 h (45-minute sessions)
Laboratory exercises: 48 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 124 h (45-minute sessions)
EXTA65 4.5 G1 4 - 21/22 4 - S Cognition KS KE U W T 2 Lectures: 20 h (45-minute sessions)
Exercises: 12 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 84 h (45-minute sessions)
EITF45 7.5 G2 4 - 21/22 4 - S Computer Communication KS KE U W T 2 Lectures: 18 h (45-minute sessions)
Exercises: 16 h (45-minute sessions)
Laboratory exercises: 8 h (45-minute sessions)
Time with supervisor for projects: 2 h (45-minute sessions)
Time for self studies: 156 h (45-minute sessions)
EDAP05 7.5 A 4 - 21/22 4 X E Concepts of Programming Languages X The course is offered every other academic year and will be given in 2021/22, 2023/24. KS KE U W T 2 Lectures: 28 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 12 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 160 h (45-minute sessions)
EDAN10 7.5 A 4 - 21/22 4 X E Configuration Management KS KE U W T 2 Lectures: 28 h (45-minute sessions)
Exercises: 14 h (45-minute sessions)
Laboratory exercises: 12 h (45-minute sessions)
Time with supervisor for projects: 2 h (45-minute sessions)
Time for self studies: 144 h (45-minute sessions)
EXTN80 7.5 A 4 - 21/22 4 X E Economic and Financial Decision-making X The course is to be studied together with NEKN22, which is given by the Department of Economics. Does not follow the study period structure. KS KE U W T 2 Lectures: 30 h (45-minute sessions)
Exercises: 10 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 110 h (45-minute sessions)
IYT000 15 G2 4 - 21/22 3 - S Engineering Training Course KS KE U W 2 Lectures: 0 h
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 400 h (45-minute sessions)
INNA01 7.5 G1 4 - 21/22 4 X E Entrepreneurship - how to Build a Scalable Start-up KS KE U W T 2 Lectures: 20 h (45-minute sessions)
Exercises: 42 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 145 h (45-minute sessions)
EDAN35 7.5 A 4 - 21/22 4 X E High Performance Computer Graphics KS KE U W T 2 Lectures: 28 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 12 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 160 h (45-minute sessions)
FAFN35 7.5 A 4 - 21/22 4 X E Medical Optics KS KE U W T 2 Lectures: 24 h (45-minute sessions)
Exercises: 15 h (45-minute sessions)
Laboratory exercises: 8 h (45-minute sessions)
Time with supervisor for projects: 40 h (45-minute sessions)
Time for self studies: 110 h (45-minute sessions)
FRTF01 5 G2 4 - 21/22 4 X E Physiological Models and Computations KS KE U W T 2 Lectures: 20 h (45-minute sessions)
Exercises: 20 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 20 h (45-minute sessions)
Time for self studies: 70 h (45-minute sessions)
FMEN35 7.5 A 4 - 21/22 4 X E1 Project - Engineering Mechanics KS KE U W T 2 Lectures: 0 h
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 20 h (45-minute sessions)
Time for self studies: 180 h (45-minute sessions)
FRTN40 7.5 A 4 - 21/22 4 X E Project in Automatic Control KS KE U W T 2 Lectures: 0 h
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 40 h (45-minute sessions)
Time for self studies: 160 h (45-minute sessions)
EDAN70 7.5 A 4 - 21/22 4 X E1 Project in Computer Science X The course is given once per study period and is open for zero or more project areas each course instance. The prerequisites depend on the project area. KS KE U W T 2 Lectures: 2 h (45-minute sessions)
Exercises: 4 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 12 h (45-minute sessions)
Time for self studies: 182 h (45-minute sessions)
FMAN35 3 A 4 - 21/22 2 X E1 Project in Mathematics KS KE U W T 2 Lectures: 0 h
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 10 h (45-minute sessions)
Time for self studies: 70 h (45-minute sessions)
FHLN35 7.5 A 4 - 21/22 4 - E1 Project in Solid Mechanics KS KE U W T 2 Lectures: 0 h
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 20 h (45-minute sessions)
Time for self studies: 180 h (45-minute sessions)
VRSN25 7.5 A 4 - 21/22 4 - S Risk Assessment in the Safety Area KS KE U T 2 Lectures: 32 h (45-minute sessions)
Exercises: 20 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 2 h (45-minute sessions)
Time for self studies: 146 h (45-minute sessions)
BMEN15 7.5 A 4 - 21/22 4 X E Signal Separation - Independent Components KS KE U W T 2 Lectures: 14 h (45-minute sessions)
Exercises: 28 h (45-minute sessions)
Laboratory exercises: 8 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 150 h (45-minute sessions)
FMSF60 7.5 G2 4 - 21/22 4 - E1 Statistical Methods for Safety Analysis KS KE U W T 2 Lectures: 28 h (45-minute sessions)
Exercises: 14 h (45-minute sessions)
Laboratory exercises: 12 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 120 h (45-minute sessions)
EITF70 6 G2 4 - 21/22 4 - S Computer Organization KS KE U W T 3 Lectures: 14 h (45-minute sessions)
Exercises: 8 h (45-minute sessions)
Laboratory exercises: 16 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 122 h (45-minute sessions)
EDAP25 7.5 A 4 - 21/22 4 X E Distributed Systems KS KE U T 3 Lectures: 28 h (45-minute sessions)
Exercises: 8 h (45-minute sessions)
Laboratory exercises: 8 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 156 h (45-minute sessions)
IYT000 15 G2 4 - 21/22 3 - S Engineering Training Course KS KE U W 3 Lectures: 0 h
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 400 h (45-minute sessions)
BMEF20 7.5 G2 4 - 21/22 4 X E Neuroengineering KS KE U T 3 Lectures: 28 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 12 h (45-minute sessions)
Time with supervisor for projects: 2 h (45-minute sessions)
Time for self studies: 158 h (45-minute sessions)
ETIA10 7.5 G1 4 - 21/22 4 X E Patent and Intellectual Property Rights KS KE U W T 3 Lectures: 28 h (45-minute sessions)
Exercises: 6 h (45-minute sessions)
Laboratory exercises: 3 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 160 h (45-minute sessions)
FMSF05 7.5 G2 4 - 21/22 4 X E Probability Theory X The course is to be studied together with MASC01 KS KE U W T 3 Lectures: 26 h (45-minute sessions)
Exercises: 14 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 160 h (45-minute sessions)
FMEN35 7.5 A 4 - 21/22 4 X E1 Project - Engineering Mechanics KS KE U W T 3 Lectures: 0 h
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 20 h (45-minute sessions)
Time for self studies: 180 h (45-minute sessions)
BMEN20 7.5 A 4 - 21/22 4 X E1 Project Course in Signal Processing – from Idea to App KS KE U W T 3 Lectures: 8 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 12 h (45-minute sessions)
Time with supervisor for projects: 8 h (45-minute sessions)
Time for self studies: 172 h (45-minute sessions)
EDAN70 7.5 A 4 - 21/22 4 X E1 Project in Computer Science X The course is given once per study period and is open for zero or more project areas each course instance. The prerequisites depend on the project area. KS KE U W T 3 Lectures: 2 h (45-minute sessions)
Exercises: 4 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 12 h (45-minute sessions)
Time for self studies: 182 h (45-minute sessions)
FHLN35 7.5 A 4 - 21/22 4 - E1 Project in Solid Mechanics KS KE U W T 3 Lectures: 0 h
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 20 h (45-minute sessions)
Time for self studies: 180 h (45-minute sessions)
MAMN35 7.5 A 4 - 21/22 4 - S Risk Analysis Methods for Health and Environment KS KE U T 3 Lectures: 24 h (45-minute sessions)
Exercises: 12 h (45-minute sessions)
Laboratory exercises: 16 h (45-minute sessions)
Time with supervisor for projects: 2 h (45-minute sessions)
Time for self studies: 146 h (45-minute sessions)
EDAF50 7.5 G2 4 - 21/22 4 X S C++ Programming KS KE U W T 3 Lectures: 24 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 8 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 100 h (45-minute sessions)
4 Lectures: 0 h
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 60 h (45-minute sessions)
FMIN20 7.5 A 4 - 21/22 4 - S Energy Systems Analysis: Renewable Sources of Energy KS KE U W T 3 Lectures: 28 h (45-minute sessions)
Exercises: 12 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 1 h (45-minute sessions)
Time for self studies: 92 h (45-minute sessions)
4 Lectures: 14 h (45-minute sessions)
Exercises: 4 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 1 h (45-minute sessions)
Time for self studies: 48 h (45-minute sessions)
FMIN05 7.5 A 4 - 21/22 4 X E Environmental System Studies: Climate, Science and Politics KS KE U W T 3 Lectures: 14 h (45-minute sessions)
Exercises: 6 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 80 h (45-minute sessions)
4 Lectures: 16 h (45-minute sessions)
Exercises: 4 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 80 h (45-minute sessions)
EITA05 4.5 G1 4 - 21/22 4 - S History of Technology KS KE U W T 3 Lectures: 14 h (45-minute sessions)
Exercises: 3 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 40 h (45-minute sessions)
4 Lectures: 16 h (45-minute sessions)
Exercises: 4 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 40 h (45-minute sessions)
MVKP05 7.5 A 4 - 21/22 4 X E1 Project - Formula Student KS KE U W T 3 Lectures: 0 h
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 25 h (45-minute sessions)
Time for self studies: 75 h (45-minute sessions)
4 Lectures: 0 h
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 25 h (45-minute sessions)
Time for self studies: 75 h (45-minute sessions)
FMAN90 7.5 A 4 - 21/22 4 X E1 Advanced Course in a Selected Area of Mathematics KS KE U W T 4 Lectures: 28 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 1 h (45-minute sessions)
Time for self studies: 171 h (45-minute sessions)
ETIN85 7.5 A 4 - 21/22 1 X E Advanced Cryptography KS KE U T 4 Lectures: 28 h (45-minute sessions)
Exercises: 14 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 2 h (45-minute sessions)
Time for self studies: 156 h (45-minute sessions)
EITF90 7.5 G2 4 - 21/22 4 - S Electromagnetics and Electronics KS KE U W T 4 Lectures: 34 h (45-minute sessions)
Exercises: 28 h (45-minute sessions)
Laboratory exercises: 4 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 134 h (45-minute sessions)
IYT000 15 G2 4 - 21/22 3 - S Engineering Training Course KS KE U W 4 Lectures: 0 h
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 400 h (45-minute sessions)
FHLN25 7.5 A 4 - 21/22 4 X E Fracture Mechanics, Advanced Course KS KE U W T 4 Lectures: 28 h (45-minute sessions)
Exercises: 28 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 144 h (45-minute sessions)
FMEN25 7.5 A 4 - 21/22 4 X E1 Nano Mechanics and Multiscale Modelling X The course is offered every other academic year and will be given in 2021/22, 2023/24. KS KE U W T 4 Lectures: 24 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 8 h (45-minute sessions)
Time for self studies: 168 h (45-minute sessions)
FRTN30 7.5 A 4 - 21/22 4 X E Network Dynamics KS KE U W T 4 Lectures: 28 h (45-minute sessions)
Exercises: 28 h (45-minute sessions)
Laboratory exercises: 16 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 130 h (45-minute sessions)
EDAF35 7.5 G2 4 - 21/22 4 X E1 Operating Systems KS KE U W T 4 Lectures: 24 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 8 h (45-minute sessions)
Time with supervisor for projects: 0 h
Time for self studies: 168 h (45-minute sessions)
FMEN35 7.5 A 4 - 21/22 4 X E1 Project - Engineering Mechanics KS KE U W T 4 Lectures: 0 h
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 20 h (45-minute sessions)
Time for self studies: 180 h (45-minute sessions)
EDAN70 7.5 A 4 - 21/22 4 X E1 Project in Computer Science X The course is given once per study period and is open for zero or more project areas each course instance. The prerequisites depend on the project area. KS KE U W T 4 Lectures: 2 h (45-minute sessions)
Exercises: 4 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 12 h (45-minute sessions)
Time for self studies: 182 h (45-minute sessions)
FMAN35 3 A 4 - 21/22 2 X E1 Project in Mathematics KS KE U W T 4 Lectures: 0 h
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 10 h (45-minute sessions)
Time for self studies: 70 h (45-minute sessions)
FHLN35 7.5 A 4 - 21/22 4 - E1 Project in Solid Mechanics KS KE U W T 4 Lectures: 0 h
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 20 h (45-minute sessions)
Time for self studies: 180 h (45-minute sessions)
FRTN70 7.5 A 4 - 21/22 4 X E Project in Systems, Control and Learning KS KE U W T 4 Lectures: 0 h
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 40 h (45-minute sessions)
Time for self studies: 160 h (45-minute sessions)
EITN95 7.5 A 4 - 21/22 4 X E1 Simulation KS KE U W T 4 Lectures: 18 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 6 h (45-minute sessions)
Time with supervisor for projects: 4 h (45-minute sessions)
Time for self studies: 172 h (45-minute sessions)

FMAN50 International Project Course - Mathematical Modelling: Specific application procedure. The course is given in August.
EDAN70 Project in Computer Science: The course is given once per study period and is open for zero or more project areas each course instance. The prerequisites depend on the project area.
EDAP05 Concepts of Programming Languages: The course is offered every other academic year and will be given in 2021/22, 2023/24.
EXTN80 Economic and Financial Decision-making: The course is to be studied together with NEKN22, which is given by the Department of Economics. Does not follow the study period structure.
FMSF05 Probability Theory: The course is to be studied together with MASC01
FMEN25 Nano Mechanics and Multiscale Modelling: The course is offered every other academic year and will be given in 2021/22, 2023/24.

Externally Elective Courses - Pi

Course Code Link to complete information about the course; study periods, programmes etc. Credits Cycle G1: Basic level
G2: Upper basic level
A: Advanced level
Year Study year the course belongs to according to normal study plan. From year Students are permitted to read the course from this year of study. S.Ex. stud. The course is suitable for incoming exchange students. Language Language of the course:
E: The course is given in English
E1: The course is given in English upon request
E2: The course may be given in English
S: The course is given in Swedish
Course Name Foot­note Links KS: Course syllabus in Swedish
KE: Course syllabus in English
U: Archive with course evaluations
W: Course Web Page
T: Examination schedule
  sp1 sp2 sp3 sp4
GEMA20 7.5 G1 4 - 21/22 1 - E English for Engineers KS KE U W T 1 Lectures: 30 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 70 h (45-minute sessions)
2 Lectures: 20 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 80 h (45-minute sessions)
GEMA25 7.5 G1 4 - 21/22 1 - S German for Engineers KS KE U W T 1 Lectures: 0 h
Exercises: 40 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 60 h (45-minute sessions)
2 Lectures: 0 h
Exercises: 40 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 60 h (45-minute sessions)
GEMA65 7.5 G1 4 - 21/22 1 - S Chinese for Engineers KS KE U W T 3 Lectures: 0 h
Exercises: 20 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 80 h (45-minute sessions)
4 Lectures: 0 h
Exercises: 20 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 80 h (45-minute sessions)
GEMA20 7.5 G1 4 - 21/22 1 - E English for Engineers KS KE U W T 3 Lectures: 30 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 70 h (45-minute sessions)
4 Lectures: 20 h (45-minute sessions)
Exercises: 0 h
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 80 h (45-minute sessions)
GEMA01 7.5 G1 4 - 21/22 1 - S French for Engineers: Language, Culture and Society, First Course KS KE U W T 3 Lectures: 0 h
Exercises: 26 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 74 h (45-minute sessions)
4 Lectures: 0 h
Exercises: 26 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 74 h (45-minute sessions)
GEMA70 15 G1 4 - 21/22 1 - S Japanese for Engineers KS KE U W T 3 Lectures: 0 h
Exercises: 34 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 165 h (45-minute sessions)
4 Lectures: 0 h
Exercises: 32 h (45-minute sessions)
Laboratory exercises: 0 h
Time with supervisor for projects: 0 h
Time for self studies: 165 h (45-minute sessions)

Bachelor's Projects - Pi

The list contains the bachelor's projects that are included in the Pi programme.

Course Code Credits Course Name Links KS: Course syllabus in Swedish
KE: Course syllabus in English
U: Archive with course evaluations
W: Course Web Page
T: Examination schedule
FRTL01 15 Bachelor Project in Automatic Control KS KE U
BMEL01 15 Bachelor Project in Biomedical Engineering KS KE U
EDAL01 15 Bachelor Project in Computer Science KS KE U W
EXTL02 15 Bachelor Project in Ecology KS KE U
EITL01 15 Bachelor Project in Electrical and Information Technology KS KE U W
FMSL01 15 Bachelor Project in Mathematical Statistics KS KE U W
FMAL01 15 Bachelor Project in Mathematics KS KE U
FMEL01 15 Bachelor Project in Mechanics KS KE U
FMNL01 15 Bachelor Project in Numerical Analysis KS KE U W
PHYL01 15 Bachelor Project in Physics KS KE U
FHLL01 15 Bachelor Project in Solid Mechanics KS KE U
VSML05 15 Bachelor Project in Structural Mechanics KS KE U