The programme overview is adopted 2024-02-12 by Dean of Education.

• AUTUMN TERM

  • Study period 1

    • Compulsory courses

      Course code and name	Module, credits/period	Block	Note	Examination	Re-examination (okt 2024 - aug 2025)
      FFR105 Stochastic optimization algorithms	Examination 7.5 credits	D	E	Wed 30/10-2024 am J	Tue 07/01-2025 am J Thu 28/08-2025 am J
      FFR135 Artificial neural networks	Examination 7.5 credits	B+	E	Mon 28/10-2024 am J	Wed 08/01-2025 pm J Thu 21/08-2025 pm J

    • Elective courses

      Course code and name	Module, credits/period	Block	Note	Examination	Re-examination (okt 2024 - aug 2025)
      EEN100 Statistics and machine learning in high dimensions	Oral examination 6 credits	A	1)
      EEN100 Statistics and machine learning in high dimensions	Project 1.5 credits	A	S, 1)
      KMG060 Systems biology	Examination 7.5 credits	C	S, 1), 2)	Fri 01/11-2024 am J	Thu 09/01-2025 pm J Tue 26/08-2025 pm J
      RRY025 Image processing	Examination 7.5 credits	C	E, 1), 2)	Wed 30/10-2024 pm J	Wed 08/01-2025 pm J Fri 22/08-2025 pm J
      TIF160 Humanoid robotics	Project 7.5 credits	C+	E, 1), 2)
      TIF290 Quantum mechanics	Examination 4.5 credits	B	E, 1), 2)	Contact examiner	Contact examiner Contact examiner
      TIF295 Experimental methods in modern physics	Project 3 credits	A	E, 1), 2)
      TIN093 Algorithms	Examination 7.5 credits	A	E, 1), 2)	Wed 30/10-2024 am J	Thu 28/08-2025 pm J
      TMA882 High performance computing	Examination 7.5 credits		E, 1), 2)
      TMA947 Nonlinear optimisation	Laboratory 1.5 credits		1), 2)
      TMA947 Nonlinear optimisation	Examination 6 credits		S, 1), 2)	Thu 31/10-2024 am J	Wed 08/01-2025 am J Tue 19/08-2025 am J
      TMS165 Stochastic calculus	Examination 7.5 credits		E, 1), 2)	Tue 29/10-2024 am J	Wed 08/01-2025 pm J Fri 22/08-2025 am J

  • Study period 2

    • Compulsory courses

      Course code and name	Module, credits/period	Block	Note	Examination	Re-examination (okt 2024 - aug 2025)
      FFR120 Simulation of complex systems	Project 7.5 credits	D+	E
      TIF155 Dynamical systems	Examination 7.5 credits	B	E	Fri 17/01-2025 pm J	Tue 15/04-2025 am J Wed 20/08-2025 am J

    • Elective courses

      Course code and name	Module, credits/period	Block	Note	Examination	Re-examination (okt 2024 - aug 2025)
      ENM140 Game theory and rationality	Project 7.5 credits	A	E, 1), 2)
      FKA122 Computational physics	Project 7.5 credits	D	E, 1), 2)
      MTF073 Computational fluid dynamics: The finite volume method (CFD)	Written and oral assignments (part A) 1.5 credits	D	1), 2)
      MTF073 Computational fluid dynamics: The finite volume method (CFD)	Written and oral assignments (part B) 1.5 credits	D	1), 2)
      MTF073 Computational fluid dynamics: The finite volume method (CFD)	Written and oral assignments (part C) 1.5 credits	D	1), 2)
      MTF073 Computational fluid dynamics: The finite volume method (CFD)	Examination 3 credits	D	S, 1), 2)	Fri 17/01-2025 am J	Wed 16/04-2025 pm J Mon 18/08-2025 pm J
      MVE095 Options and mathematics	Examination 7.5 credits		E, 1), 2)	Sat 18/01-2025 am J	Wed 16/04-2025 pm J Wed 27/08-2025 am J
      TDA251 Algorithms, advanced course	Project 7.5 credits	C	E, 1), 2)
      TDA507 Computational methods in bioinformatics	Written and oral assignments 7.5 credits	D	E, 1), 2)
      TIF181 Science, innovation and entrepreneurship	Project 7.5 credits	B	E, 1), 2)

• SPRING TERM

  • Study period 3

    • Compulsory courses

      Course code and name	Module, credits/period	Block	Note	Examination	Re-examination (okt 2024 - aug 2025)
      FFR110 Computational biology	Examination 7.5 credits	C	E	Thu 20/03-2025 pm J	Thu 12/06-2025 pm J Tue 26/08-2025 am J

    • Elective courses

      Course code and name	Module, credits/period	Block	Note	Examination	Re-examination (okt 2024 - aug 2025)
      MVE155 Statistical inference	Examination 7.5 credits		E, 1)	Tue 18/03-2025 pm J	Wed 11/06-2025 am J Thu 28/08-2025 am J
      MVE220 Financial risk	Examination 7.5 credits		E	Mon 17/03-2025 am J	Tue 10/06-2025 am J Fri 22/08-2025 pm J
      TDA206 Discrete optimization	Examination 7.5 credits	A	E	Mon 17/03-2025 pm J	Fri 22/08-2025 pm J
      TDA233 Algorithms for machine learning and inference	Written and oral assignments 3 credits	B
      TDA233 Algorithms for machine learning and inference	Examination 4.5 credits	B	S	Fri 21/03-2025 pm J INSP	Thu 12/06-2025 am J INSP Wed 27/08-2025 am J INSP
      TIF150 Information theory for complex systems	Examination 7.5 credits	B+	E, 1)	Mon 17/03-2025 am J	Wed 11/06-2025 am J Thu 21/08-2025 am J
      TIF320 Computational materials and molecular physics	Project 7.5 credits	C	E, 1)
      TMA285 Financial derivatives and partial differential equations	Examination 7.5 credits		E, 1)	Tue 18/03-2025 am J	Thu 12/06-2025 am J Fri 29/08-2025 pm J
      TME286 Intelligent agents	Project 7.5 credits		E, 1)

  • Study period 4

    • Elective courses

      Course code and name	Module, credits/period	Block	Note	Examination	Re-examination (okt 2024 - aug 2025)
      MTF271 Turbulence modeling	Written and oral assignments (part A) 1.5 credits	C	1)
      MTF271 Turbulence modeling	Written and oral assignments (part B) 1.5 credits	C	1)
      MTF271 Turbulence modeling	Examination 4.5 credits	C	S, 1)	Contact examiner	Contact examiner Contact examiner
      MVE166 Linear and integer optimization with applications	Examination (part A) 6 credits		1)	Thu 05/06-2025 am J	Thu 28/08-2025 pm J
      MVE166 Linear and integer optimization with applications	Project (part B) 1.5 credits		S, 1)
      MVE441 Statistical learning for big data	Project 1.5 credits		1)
      MVE441 Statistical learning for big data	Take-home examination 6 credits		S, 1)
      TIF106 Non-equilibrium processes in physics, chemistry and biology	Examination 7.5 credits	B	E, 1)	Wed 04/06-2025 pm J	Fri 11/10-2024 am J Tue 26/08-2025 am J
      TIF360 Advanced machine learning with neural networks	Project 7.5 credits	D	E, 1)
      TME290 Autonomous robots	Examination 7.5 credits	B	E, 1)	Mon 02/06-2025 am J	Contact examiner Tue 26/08-2025 pm J
      TMS016 Spatial statistics and image analysis	Examination 7.5 credits		S, 1)	Wed 04/06-2025 pm J	Wed 27/08-2025 pm J
      TMS088 Financial time series	Examination 7.5 credits		E, 1)	Sat 07/06-2025 pm J	Mon 25/08-2025 am J

• 1 Compulsory elective: - (EEN100, ENM140, FKA122, KMG060, MTF073, MTF271, MVE095, MVE155, MVE166, MVE441, RRY025, TDA251, TDA507, TIF106, TIF150, TIF160, TIF181, TIF290, TIF295, TIF320, TIF360, TIN093, TMA285, TMA882, TMA947, TME286, TME290, TMS016, TMS088, TMS165) 22.5 credits of stated courses are required for the degree
• 2 Recommendation: The course is normally followed during the second year of the Masters programme (ENM140, FKA122, KMG060, MTF073, MVE095, RRY025, TDA251, TDA507, TIF160, TIF181, TIF290, TIF295, TIN093, TMA882, TMA947, TMS165)
• DIG: Digital examination is an examination written in the Inspera system. The student will bring their own computer and access the exam via Safe exam browser.
• E: The only module in the course. Module grade and grade for the course are reported at the same time.
• S: Final grade. All module grades are reported before the final grade for the course can be reported.