The programme overview is adopted 2019-02-20 by Dean of Education.

• AUTUMN TERM

  • Study period 1

    • Compulsory courses

      Course code and name	Module, credits/period	Block	Note	Examination	Re-examination (okt 2021 - aug 2022)
      FFR105 Stochastic optimization algorithms	Examination 7.5 credits	D	E	Wed 27/10-2021 pm J	Mon 03/01-2022 am J Thu 25/08-2022 am J
      FFR135 Artificial neural networks	Examination 7.5 credits	B+	E	Mon 25/10-2021 am L	Tue 04/01-2022 pm J Thu 18/08-2022 pm J

    • Elective courses

      Course code and name	Module, credits/period	Block	Note	Examination	Re-examination (okt 2021 - aug 2022)
      KMG060 Systems biology	Examination 7.5 credits	C	S, 1), 2)	Sat 23/10-2021 am J	Sat 05/03-2022 am J Tue 23/08-2022 pm J
      RRY025 Image processing	Examination 7.5 credits	C+	E, 1), 2)	Thu 28/10-2021 pm J	Tue 04/01-2022 pm J Fri 19/08-2022 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)	Sat 23/10-2021 pm L	Thu 25/08-2022 pm J
      TMA881 High performance computing	Examination 7.5 credits		E, 1), 2)	Contact examiner	Contact examiner Contact examiner
      TMA947 Nonlinear optimisation	Laboratory 1.5 credits		1), 2)
      TMA947 Nonlinear optimisation	Examination 6 credits		S, 1), 2)	Thu 28/10-2021 am J	Tue 04/01-2022 am J Tue 16/08-2022 am J
      TMS165 Stochastic calculus	Examination 7.5 credits		E, 1), 2)	Tue 26/10-2021 am J	Tue 04/01-2022 pm J Fri 19/08-2022 am J

  • Study period 2

    • Compulsory courses

      Course code and name	Module, credits/period	Block	Note	Examination	Re-examination (okt 2021 - aug 2022)
      FFR120 Simulation of complex systems	Project 7.5 credits	D+	E
      TIF155 Dynamical systems	Examination 7.5 credits	B	E	Mon 10/01-2022 am J	Wed 13/04-2022 pm J Wed 17/08-2022 am J

    • Elective courses

      Course code and name	Module, credits/period	Block	Note	Examination	Re-examination (okt 2021 - aug 2022)
      ENM140 Game theory and rationality	Project 7.5 credits	A	E, 1), 2)
      FKA121 Computational physics	Examination 7.5 credits	D	E, 1), 2)	Contact examiner	Contact examiner Contact examiner
      MTF073 Computational fluid dynamics (CFD)	Written and oral assignments (part A) 1.5 credits	D	1), 2)
      MTF073 Computational fluid dynamics (CFD)	Written and oral assignments (part B) 1.5 credits	D	1), 2)
      MTF073 Computational fluid dynamics (CFD)	Written and oral assignments (part C) 1.5 credits	D	1), 2)
      MTF073 Computational fluid dynamics (CFD)	Examination 3 credits	D	S, 1), 2)	Fri 14/01-2022 am J	Wed 13/04-2022 pm J Mon 15/08-2022 pm J
      MVE095 Options and mathematics	Examination 7.5 credits		E, 1), 2)	Thu 13/01-2022 am J	Wed 13/04-2022 am J Tue 23/08-2022 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	A	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 2021 - aug 2022)
      FFR110 Computational biology	Examination 7.5 credits	C	E	Thu 17/03-2022 pm J	Fri 10/06-2022 am J Wed 24/08-2022 am J

    • Elective courses

      Course code and name	Module, credits/period	Block	Note	Examination	Re-examination (okt 2021 - aug 2022)
      MVE155 Statistical inference	Examination 7.5 credits		E, 1)	Tue 15/03-2022 pm J	Thu 09/06-2022 am J Tue 16/08-2022 pm J
      TDA206 Discrete optimization	Examination 7.5 credits	A	E	Wed 16/03-2022 am J	Contact examiner
      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	Tue 15/03-2022 pm J	Fri 10/06-2022 am J Wed 24/08-2022 am J
      TIF150 Information theory for complex systems	Examination 7.5 credits	B+	E, 1)	Fri 18/03-2022 pm J	Contact examiner Thu 18/08-2022 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 15/03-2022 am J	Fri 10/06-2022 pm J Fri 26/08-2022 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 2021 - aug 2022)
      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)	Tue 31/05-2022 am J	Fri 08/10-2021 pm J Tue 16/08-2022 am J
      MVE165 Linear and integer optimization with applications	Examination 7.5 credits		S, 1)	Thu 02/06-2022 am J	Mon 03/01-2022 am J Thu 25/08-2022 pm J
      MVE220 Financial risk	Examination 7.5 credits		E	Mon 30/05-2022 pm J	Tue 04/01-2022 am J Fri 19/08-2022 pm J
      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	D	E, 1)	Tue 31/05-2022 pm J	Fri 08/10-2021 am J Mon 22/08-2022 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)	Contact examiner	Contact examiner Contact examiner
      TMS016 Spatial statistics and image analysis	Examination 7.5 credits		S, 1)	Wed 01/06-2022 pm J	Contact examiner Wed 24/08-2022 pm J
      TMS088 Financial time series	Examination 7.5 credits		E, 1)	Fri 03/06-2022 pm J	Mon 03/01-2022 am J Mon 22/08-2022 am J

• 1 Compulsory elective: - (ENM140, FKA121, KMG060, MTF073, MTF271, MVE095, MVE155, MVE165, MVE441, RRY025, TDA251, TDA507, TIF106, TIF150, TIF160, TIF181, TIF290, TIF295, TIF320, TIF360, TIN093, TMA285, TMA881, 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, FKA121, KMG060, MTF073, MVE095, RRY025, TDA251, TDA507, TIF160, TIF181, TIF290, TIF295, TIN093, TMA881, 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.