Lectures in Master Mathematics - offered in WS26

This is a list of lectures grouped by area with availability data, which as far as I know is not provided by TUM elsewhere in a convenient format. I hope it will be helpful to you!

πŸ’Ž: Rare course (not offered in the last two semesters)
🌟: New course (offered for the first time)

Disclaimer: This site is non-official and automatically generated by fetching the data from the curriculum tree view and the data from the Courses tab in TUM online, and merging it based on course page URL. It can contain errors, or courses can be missing, for example if there is a bug in my code (has happened before), or if a new course was not yet present in the tree view at the time this list was created. Use with care (and please notify me if you find any errors).

This project on Github

A1 Analysis and PDE

ID Title Credits
MA3001 Functional Analysis 9
MA3080 Introduction to Nonlinear Dynamics 5
MA5019 Mathematical Continuum Mechanics 9

A2 Algebra and Geometry

ID Title Credits
MA5120 Algebra 2 9
CIT413039 πŸ’Ž Algebraic Topology 9
MA3205 πŸ’Ž Differential Geometry 9
MA5205 Discrete Differential Geometry 6
CIT413063 Multilinear Algebra 5
MA3203 πŸ’Ž Projective Geometry 9

A3 Probability Theory

ID Title Credits
MA5417 Large Deviations 5
MA4803 πŸ’Ž Probabilistic Techniques and Algorithms in Data Analysis 6
MA5436 πŸ’Ž Random Graphs and Networks 5

A4 Numerical Analysis and Scientific Computing

ID Title Credits
MA4304 Computational Plasma Physics 5
BGU54027 Mathematical methods for uncertainty quantification in hydrology MOOC 9
MA3301 Numerics of Differential Equations 9
MA8113 TUM Data Innovation Lab , [CITβ€―413067] 10

A5 Optimization

ID Title Credits
CIT413041 Discrete Optimization 9
CIT4130019 πŸ’Ž Nonconvex Global Optimization 6
MA3503 Nonlinear Optimization: Advanced 5

A6 Biomathematics and Biostatistics

ID Title Credits
MA5617 Computational Methods for Single-Cell Biology 6
MA5602 πŸŒŸ Mathematical Ecology 9
MA3601 Mathematical Models in Biology 1 9
MA2409 Probability Theory 9
MA4802 Statistical Learning 6

B1 Mathematics Modules in other Fields

ID Title Credits
MA3442 Actuarial Risk Theory 5
MA3407 Financial Mathematics 1 9
MA3703 Fixed Income Markets 5
MA5441 Fundamentals of Mathematical Statistics 9
MA3405 Insurance Mathematics 1 9

C1 Informatics

ID Title Credits
IN2354 3D Scanning & Motion Capture 6
CIT323004 πŸŒŸ Advanced Algorithms 8
IN2390 Advanced Deep Learning for Computer Vision: Visual Computing 8
CIT433027 Advanced Deep Learning for Robotics 8
IN2403 Artificial Intelligence in Medicine 5
IN2041 πŸŒŸ Automata and Formal Languages 8
IN2028 Business Analytics and Machine Learning 5
IN2375 Computer Vision III: Detection, Segmentation, and Tracking 6
IN2030 Data Mining and Knowledge Discovery 3
IN2003 Efficient Algorithms and Data Structures 8
IN2383 Formal Methods for Cyber-Physical Systems 5
CITHN2014 Foundations and Application of Generative AI 6
IN2157 Fundamental Algorithms (CSE) 5
IN2406 Fundamentals of Artificial Intelligence 6
IN2296 Games on Graphs 5
IN2346 Introduction to Deep Learning 6
IN2381 Introduction to Quantum Computing 5
IN0042 IT Sicherheit 5
IN2064 Machine Learning 8
IN2392 Machine Learning for 3D Geometry 6
IN2361 Natural Language Processing 6
IN2101 Network Security 5
IN2398 Numerical Algorithms for High Performance Computing 8
CITHN2003 πŸ’Ž Parallel Computing 5
IN2067 Robotics 6
IN2005 Scientific Computing 1 5
IN3350 Selected Topics in Formal Methods and their Applications 5
CIT4230004 πŸ’Ž Statistical Foundations of Learning 8
IN2236 Virtual Physics: Using Modern Modeling Methodologies for Computer Simulation 4
IN2026 Visual Data Analytics 5

C2 Physics

ID Title Credits
PH2155 Advanced Semiconductor Physics 10
NAT3002 Advanced Statistical Physics 10
PH2281 Applied Multi-Messenger Astronomy 1 5
PH2073 Astro Particle Physics 1 5
PH2001 Biomedical Physics 1 5
PH2002 Biomedical Physics 2 5
PH0019 Condensed Matter Physics 1 8
PH2043 General Relativity and Cosmology 10
PH2181 Image Processing in Physics 5
PH2099 Introduction to Data Analysis 5
PH2042 πŸ’Ž Introduction to quantum chromodynamics 5
PH2037 Magnetohydrodynamic Phenomena - an Introduction 5
PH2182 Modern X-Ray Physics 5
PH2027 Nonlinear Dynamics and Complex Systems 1 5
PH0014 Nuclear, Particle, and Astrophysics 1 9
PH2013 Physical Biology of the Cell 1 – mechanics of biological macro molecules 5
PH2035 Plasma Physics 1 5
PH2254 QCD in Accelerator Experiments 5
PH2041 Quantum Field Theory 10
PH2256 Quantum Many-Body Physics 10
NAT3001 Quantum Mechanics 2 5
PH0006 Theoretical Physics 2 (Electrodnamics) 8
PH0008 Theoretical Physics 4A (Statistical Mechanics and Thermodynamics) 9
PH1001 Theoretical solid state physics 10
PH2136 πŸ’Ž Theory and Applications of Simple Lie-Algebras 5

C3 Economics

ID Title Credits
WI000231 Asset Management 6
WI000092 Banking and Risk Management (WI000092, english) 3
WI000946 Energy Markets I 6
WI000948 Food Economics 6
MGT001299 Introduction to Deep Reinforcement Learning (Lecture) 6
WI000976 Logistics and Operations Strategy (Limited places) 6
WI000233 Management Accounting (WI000233, German) 6
WI001056_1 Principles of Economics 6
WI000264 Project Management 6
WI000977 Stochastic Modeling and Optimization (Limited places) 6

C4 Chemistry

ID Title Credits
CH3333 Advanced Electronic Structure 5
CH3211 Basic Prinziples of Macromolecular Chemistry 5
CH0106 Biology for Chemists 4
CH3067 Clusters and Nanoparticles: Fundamentals and Applications in Catalysis 5
CH4107 Inorganic Solid State and Organometallic Chemistry 5
CH3337 Symmetry and Group Theory 5

C5 Life Sciences

ID Title Credits
WZ0008 Applied climatology and climate change 5
WZ5425 Basics in Molecular Biology 6
WZ8063 Biology Minor Part 1 3
WZ0601 Cell Biology 5
LS20056 Computational Neuroscience – Lecture (M.Sc.) 5
WZ2002 Introductory Genetics 5
WZ0008 Meteorology, Climatology and Hydrology 5
WZ2457 Neurobiology 3
WZ0024 Plant Physiology 4
WZ1584 Quantitative Genetics and Selection 5

C6 Other Sciences

ID Title Credits
MW0832 Aircraft Performance 5
MW2242 Analysis and design of cellular networks 5
WZ1705 Applied Statistics and Econometrics 5
EI7649 Approximate Dynamic Programming and Reinforcement Learning 6
ED150049 Autonomous Vehicles: Artificial Intelligence (Modul ED150049 (old MW2378), online) 5
ED150048 Autonomous Vehicles: Development and Simulation (Modul ED150048 (old MW2352), in presence) 5
EI7473 BioMEMS & Microfluidics 5
EI70320 Channel Coding 5
MW2323 Computational Acoustics 5
EI71094 Computational Methods for Nanoelectronics: Semiclassical Models 5
ED110001 Computer Vision 1 5
EI70220 Digital Signal Processing 5
MW2098 Engineering Dynamics 5
EI7465 Environmental Sensing and Modeling 6
MW2237 Flight Guidance 5
MW1910 Fluid mechanics 2 5
CIT433028 Foundations of Modern Robotics 5
ED180003 Fundamentals of Energy Modelling 5
MW1913 Fundamentals of numerical fluid mechanics 5
EI04002 Grundlagen der IT-Sicherheit 5
EI70350 Information Theory 5
EI0609 Introduction to High-Frequency Engineering 5
ED110001 Introduction to Machine Learning 5
EI71064 Introduction to Quantum Networks 5
ED180026 Machine Learning in Energy Management 5
ED110088 Mathematics of Climate and Earth System Science - Lecture 9
MW0056 Medical Technology 1 - an organ system based approach 5
MW2288 Model Reference Adaptive Control 3
EI71095 Multi-criteria Optimization and Decision Analysis for Embedded Systems Design 5
EI70270 Neuroprosthetics 5
EI70140 Optimal Control and Decision Making 5
MW2249 Optimization and model analysis 5
MW0696 Particle-Simulation Methods for Fluid Dynamics 3
EI76471 Quantum information theory 5
ED150037 Rail Traffic Planning and Management 6
EI71026 Robot and Swarm Navigation 5
MW1397 Rotorcraft Engineering - Preliminary Design 5
EI7243 Secure Implementation of Cryptographic Algorithms 6
EI71060 Security in Communications and Storage 5
EI70760 Simulation of Quantum Devices 5
LRG0113 Systems Theory and Modeling - Lecture 5
MW2015 Technische Thermodynamik 6
BV560024 Traffic Control Basics 6
BV560024 Traffic Flow Theory 6
CIT433044 Trustworthy Distributed Learning 6
MW0183 Unsteady Aerodynamics I - Airfoils 3
MW1586 Vehicle Concepts: Development and Simulation (Modul MW1586, in presence) 5