COURSE DETAIL
APPLIED MACHINE LEARNING
Country
Sweden
Host Institution
Lund University
Program(s)
Lund University
UCEAP Course Level
Upper Division
UCEAP Subject Area(s)
Computer Science
UCEAP Course Number
120
UCEAP Course Suffix
UCEAP Official Title
APPLIED MACHINE LEARNING
UCEAP Transcript Title
APPLD MACHINE LEARN
UCEAP Quarter Units
6.00
UCEAP Semester Units
4.00
Course Description
This course provides an introduction to several subdomains of machine learning and gives an orientation to fundamental methods and algorithms within these domains. The following topics are covered: basic knowledge concerning theories and methods related to the following subdomains; unsupervised and supervised learning, classification, and regression; neural networks, including convolutional neural networks, recurrent neural networks and deep learning; Bayesian learning; reinforcement learning; support vector machines, decision trees, random forests, ensemble methods; hardware and software architectures for machine learning, parallelisation, use of GPUs.
Language(s) of Instruction
English
Host Institution Course Number
EDAN96,EDAN95,FMAN45,BMEN35
Host Institution Course Title
APPLIED MACHINE LEARNING
Host Institution Course Details
Host Institution Campus
Lund University
Host Institution Faculty
Engineering
Host Institution Degree
Host Institution Department
Computer Science
Course Last Reviewed
2024-2025
COURSE DETAIL
FATIGUE
Country
Sweden
Host Institution
Lund University
Program(s)
Lund University
UCEAP Course Level
Upper Division
UCEAP Subject Area(s)
Mechanical Engineering
UCEAP Course Number
158
UCEAP Course Suffix
UCEAP Official Title
FATIGUE
UCEAP Transcript Title
FATIGUE
UCEAP Quarter Units
6.00
UCEAP Semester Units
4.00
Course Description
This course describes the physical mechanisms behind fatigue, and the methods that are used in design against fatigue. Course content includes cyclic deformation and crack initiation, fracture mechanisms, fracture mechanics treatment of fatigue cracks, fatigue crack growth in ductile and brittle materials, short fatigue cracks, contact fatigue, fatigue and environments, corrosion fatigue and high temperature fatigue, life estimates, and dimensioning against fatigue. Assumed prior knowledge: Materials Engineering or Advanced Material Technology, Solid Mechanics, Basic Course.
Language(s) of Instruction
English
Host Institution Course Number
FMEN30
Host Institution Course Title
FATIGUE
Host Institution Course Details
Host Institution Campus
Lund
Host Institution Faculty
Engineering
Host Institution Degree
Host Institution Department
Course Last Reviewed
2025-2026
COURSE DETAIL
MICROSCOPY, BIO-IMAGING
Country
Sweden
Host Institution
Lund University
Program(s)
Lund University
UCEAP Course Level
Upper Division
UCEAP Subject Area(s)
Biological Sciences
Bioengineering
UCEAP Course Number
119
UCEAP Course Suffix
UCEAP Official Title
MICROSCOPY, BIO-IMAGING
UCEAP Transcript Title
MICROSCOPY&IMAGING
UCEAP Quarter Units
6.00
UCEAP Semester Units
4.00
Course Description
This course provides a theoretical introduction to microscopy, with an emphasis on fluorescence microscopy. Topics include theoretical principles of confocal microscopy and the use of deconvolution in microscopy, an overview of different types of advanced research microscopes as well as imaging methods that are not based on optical microscopes; preparation and optimization of both fixed and live samples for microscopy; microscopic visualization of cellular structures and physiological functions with fluorescent markers; and a theoretical introduction to digital visualization, with an emphasis on fluorescence-based methods and digital imaging. A practical project includes the preparation, documentation, and analysis of microscopy specimens with an oral and written presentation.
Language(s) of Instruction
English
Host Institution Course Number
EXTP60
Host Institution Course Title
MICROSCOPY, BIO-IMAGING
Host Institution Course Details
Host Institution Campus
Host Institution Faculty
Faculty of Engineering
Host Institution Degree
Host Institution Department
Course Last Reviewed
2021-2022
COURSE DETAIL
QUANTUM MECHANICS
Country
Sweden
Host Institution
Lund University
Program(s)
Lund University
UCEAP Course Level
Upper Division
UCEAP Subject Area(s)
Physics
UCEAP Course Number
168
UCEAP Course Suffix
UCEAP Official Title
QUANTUM MECHANICS
UCEAP Transcript Title
QUANTUM MECHANICS
UCEAP Quarter Units
6.00
UCEAP Semester Units
4.00
Course Description
The course deepens previous knowledge in quantum mechanics and teaches students to handle typical problems in different fields such as atomic, nuclear, solid-state, and elementary particle physics. Topics include formulation of quantum mechanics in terms of general state vectors and operators, algebraic treatment of harmonic oscillator, angular momentum and spin, perturbation theory, identical particles, and outlook on many-body quantum physics.
Language(s) of Instruction
English
Host Institution Course Number
FYSN17
Host Institution Course Title
QUANTUM MECHANICS
Host Institution Course Details
Host Institution Campus
LUND UNIVERSITY
Host Institution Faculty
Host Institution Degree
Host Institution Department
Physics
Course Last Reviewed
2021-2022
COURSE DETAIL
SPATIAL STATISTICS WITH IMAGE ANALYSIS
Country
Sweden
Host Institution
Lund University
Program(s)
Lund University
UCEAP Course Level
Upper Division
UCEAP Subject Area(s)
Statistics
Mathematics
Engineering
UCEAP Course Number
184
UCEAP Course Suffix
UCEAP Official Title
SPATIAL STATISTICS WITH IMAGE ANALYSIS
UCEAP Transcript Title
SPATIAL STATS&IMAGE
UCEAP Quarter Units
6.00
UCEAP Semester Units
4.00
Course Description
This course provides students with tools for handling high-dimensional statistical problems. The course contains models and methods with practical applications, mainly for spatial statistics and image analysis. Of special importance are the Bayesian aspects, since they form the foundation for many modern spatial statistical and image analysis methods. The course emphasizes methods with applications in climate, environmental statistics, and remote sensing. The following topics are covered: Bayesian methods for stochastic modelling, classification, and reconstruction; random fields, Gaussian random fields, Kriging, Markov fields, Gaussian Markov random fields, non-Gaussian observationer; covariance functions, multivariate techniques; simulation methods for stochastic inference (Gibbs sampling); applications in climate, environmental statistics, remote sensing, and spatial statistics.
Language(s) of Instruction
English
Host Institution Course Number
FMSN20/MASM25
Host Institution Course Title
SPATIAL STATISTICS WITH IMAGE ANALYSIS
Host Institution Course Details
Host Institution Campus
Science/Engineering
Host Institution Faculty
Host Institution Degree
Host Institution Department
Mathematics/Engineering- Mathematical Statistics
Course Last Reviewed
COURSE DETAIL
APPLIED METHODS IN PLANNING
Country
Sweden
Host Institution
Lund University
Program(s)
Lund University
UCEAP Course Level
Upper Division
UCEAP Subject Area(s)
Geography
Development Studies
UCEAP Course Number
148
UCEAP Course Suffix
C
UCEAP Official Title
APPLIED METHODS IN PLANNING
UCEAP Transcript Title
APPL MTHDS PLANNING
UCEAP Quarter Units
6.00
UCEAP Semester Units
4.00
Course Description
The aim of the course is to give basic knowledge in quantitative and qualitative methods. Special focus is given to GIS regarding both theoretical and practical aspects of its usage. This knowledge is then applied in exercises and in a final project work with a focus on urban and regional planning. In support of this work, students are introduced to planning within different social contexts as well as some of the preconditions, challenges and changes that are faced in accordance with aspirations of the sustainable development of cities and regions. Field studies and excursions are included in this module.
Language(s) of Instruction
English
Host Institution Course Number
SGEA23
Host Institution Course Title
APPLIED METHODS IN PLANNING
Host Institution Course Details
Host Institution Campus
Social Sciences
Host Institution Faculty
Host Institution Degree
Host Institution Department
Human Geography
Course Last Reviewed
COURSE DETAIL
BIOSPHERE-ATMOSPHERE INTERACTIONS
Country
Sweden
Host Institution
Lund University
Program(s)
Lund University
UCEAP Course Level
Upper Division
UCEAP Subject Area(s)
Geography
Environmental Studies
UCEAP Course Number
160
UCEAP Course Suffix
UCEAP Official Title
BIOSPHERE-ATMOSPHERE INTERACTIONS
UCEAP Transcript Title
BIOSPHERE-ATMOSPHER
UCEAP Quarter Units
12.00
UCEAP Semester Units
8.00
Course Description
This course covers the processes regulating states and flows of mass and energy in the soil-vegetation-atmosphere system. The course emphasizes the energy exchange and water cycle. It also offers an in-depth overall picture of the system as well as the interactions between the various physical and biological processes. Students learn measuring techniques for relevant variables and parameters in an ecosystem. This knowledge is crucial for developing sustainable ways to manage land-based ecosystems. The course provides broad and advanced theory of the most important energy exchange processes in the interface between the atmosphere and the vegetation/land mass. In order to analyze the interplay between different processes within ecosystems, students use a simulation model of the energy exchange and the water-balance. The course also instructs students on how to use sensor technology and methods to measure and store abiotic and biotic variables and parameters using data logs and other instruments.
Language(s) of Instruction
English
Host Institution Course Number
NGEN16
Host Institution Course Title
PHYSICAL GEOGRAPHY: BIOSPHERE-ATMOSPHERE INTERACTIONS
Host Institution Course Details
Host Institution Campus
Science
Host Institution Faculty
Host Institution Degree
Host Institution Department
Physical Geography and Ecosystem Science
Course Last Reviewed
COURSE DETAIL
OPERATING SYSTEMS
Country
Sweden
Host Institution
Lund University
Program(s)
Lund University
UCEAP Course Level
Upper Division
UCEAP Subject Area(s)
Computer Science
UCEAP Course Number
145
UCEAP Course Suffix
UCEAP Official Title
OPERATING SYSTEMS
UCEAP Transcript Title
OPERATING SYSTEMS
UCEAP Quarter Units
6.00
UCEAP Semester Units
4.00
Course Description
The course covers the following topics: the design of operating systems; CPU scheduling; memory management; virtual memory; secondary memories and file systems; distributed systems; protection and security. The course covers examples of different kinds of operating systems with a focus on Linux. Students gain practical experience from software development on the operating system level. The course required project work, which varies from year to year.
Language(s) of Instruction
English
Host Institution Course Number
EDAF35
Host Institution Course Title
OPERATING SYSTEMS
Host Institution Course Details
Host Institution Campus
Engineering
Host Institution Faculty
Host Institution Degree
Host Institution Department
Engineering- Computer Science
Course Last Reviewed
COURSE DETAIL
RESEARCH PROJECT: MACHINE DESIGN
Country
Sweden
Host Institution
Lund University
Program(s)
Lund University
UCEAP Course Level
Upper Division
UCEAP Subject Area(s)
Mechanical Engineering
Engineering
UCEAP Course Number
186
UCEAP Course Suffix
UCEAP Official Title
RESEARCH PROJECT: MACHINE DESIGN
UCEAP Transcript Title
RESRCH MACHIN DESGN
UCEAP Quarter Units
6.00
UCEAP Semester Units
4.00
Course Description
This course gives the student the opportunity to study specialized topics of their interest within an area of machine design that may not be covered by the traditional courses. For students from abroad, this course opens up the possibility to choose a project related to a course that they may not be able to participate in. Students may choose their own project topic or select one proposed by the supervisor or an outside company. Students are responsible for establishing their own timelines for the theoretical study part of the project, carry out their study independently of regular lectures, and prepare a final report on their findings/results.
Language(s) of Instruction
English
Host Institution Course Number
MMKN65
Host Institution Course Title
PROJECT - MACHINE DESIGN
Host Institution Course Details
Host Institution Campus
Engineering
Host Institution Faculty
Host Institution Degree
Host Institution Department
Engineering- Product Development
Course Last Reviewed
2020-2021
COURSE DETAIL
MEDIA AND ARMED CONFLICTS
Country
Sweden
Host Institution
Lund University
Program(s)
Lund University
UCEAP Course Level
Upper Division
UCEAP Subject Area(s)
Film & Media Studies
Communication
UCEAP Course Number
140
UCEAP Course Suffix
UCEAP Official Title
MEDIA AND ARMED CONFLICTS
UCEAP Transcript Title
MEDIA ARMED CONFLCT
UCEAP Quarter Units
6.00
UCEAP Semester Units
4.00
Course Description
The course focuses on the consequences of media in armed conflicts and the importance of armed conflict for the media, in both historical and contemporary perspectives. The course provides tools to analyze and understand different cultural, social, and technical aspects of the relationship between the media and armed conflicts.
Language(s) of Instruction
English
Host Institution Course Number
SASH67
Host Institution Course Title
MEDIA AND ARMED CONFLICTS
Host Institution Course Details
Host Institution Campus
Humanities and Theology
Host Institution Faculty
Host Institution Degree
Host Institution Department
Special Area Studies
Course Last Reviewed
2021-2022