Lectures in Master Mathematics - offered in SS26

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!

💎: 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
MA5005 ðŸ’Ž Complex Analysis 2 5
CIT413069 ðŸŒŸ Diffusion Processes 9
MA3081 Dynamical Systems 9
CIT413060 ðŸŒŸ High-Dimensional Partial Differential Equations 5
MA5098 ðŸŒŸ Mathematical Data Analysis 6
MA5012 ðŸ’Ž Operator Theory 9
MA3005 Partial Differential Equations 9
MA5340 Selected chapters from the mathematical continuum mechanics 5

A2 Algebra and Geometry

ID Title Credits
MA5107 ðŸ’Ž Algebraic Geometry 9
CIT413055 ðŸŒŸ Quantum Groups 9
CIT413050 Resurgence in Geometry and Physics 6
MA3241 Topology 9

A3 Probability Theory

ID Title Credits
MA4406 Probability on Graphs 5
MA4405 Stochastic Analysis 9

A4 Numerical Analysis and Scientific Computing

ID Title Credits
CIT4130015 Case Studies in Scientific Computing 7
MA5333 ðŸ’Ž Geometric Methods for Physics of Magnetized Plasmas 5
CIT413070 ðŸŒŸ Introduction to Regularization and Learning Methods for Inverse Problems 5
CIT4130009 ðŸ’Ž Lattice Boltzmann methods 9
MA3303 Numerical Methods for Partial Differential Equations 9
MA5348 Numerical Methods for Uncertainty Quantification 6
CIT413044 Structure-preserving Finite Elements for Computational Electromagnetism 5
MA8113 TUM Data Innovation Lab 10

A5 Optimization

ID Title Credits
CIT413042 Case Studies Optimization 10
MA4503 Modern Methods in Nonlinear Optimization 5

A6 Biomathematics and Biostatistics

ID Title Credits
MA3602 Applications of Mathematical Biology 9
MA4402 ðŸ’Ž Computational Statistics 5
MA4800 Foundations of Data Analysis 8
MA4408 Markov Processes 9
CIT413048 Mathematical Foundations of Machine Learning 9

B1 Mathematics Modules in other Fields

ID Title Credits
MA3408 Financial Mathematics 2 9
MA5442 ðŸ’Ž High-Dimensional Statistics 5
MA3406 Insurance Mathematics 2 9
MA5415 Quantitative Risk Management 5

C1 Informatics

ID Title Credits
IN2228 3D Computer Vision 8
IN2354 3D Scanning & Motion Capture 6
IN2400 Advanced Concepts of Quantum Computing 5
IN2390 Advanced Deep Learning for Computer Vision: Visual Computing 8
IN2298 Advanced Deep Learning for Physics 6
CIT433027 Advanced Deep Learning for Robotics 8
CIT4230003 Advanced Machine Learning: Deep Generative Models 3
CIT4230002 Advanced Natural Language Processing 5
IN2084 Advanced Topics of Software Testing 5
IN2239 Algorithmic Game Theory 5
IN2001 Algorithms for Scientific Computing 8
IN2345 Algorithms for Uncertainty Quantification 5
IN2408 Artificial Intelligence in Medicine II 5
IN2018 Augmented Reality 6
IN2356 Autonomous Driving 3
IN2359 Blockchain-based Systems Engineering 5
CIT4230006 Causal Inference in Time series 5
IN2222 Cognitive Systems 5
IN2007 ðŸ’Ž Complexity Theory 8
IN2022 Computer Aided Medical Procedures II 5
IN2305 Cyber-Physical Systems 6
IN2004 Efficient Algorithms and Data Structures II 8
CITHN2014 Foundations and Application of Generative AI 6
CITHN4015 GPU Computing 6
IN2346 Introduction to Deep Learning 6
IN2061 Introduction to digital signal processing 7
IN0011 Introduction to Theory of Computation 8
IN2393 Lecture Machine Learning for Regulatory Genomics 6
IN2049 Logic 8
IN2392 Machine Learning for 3D Geometry 6
IN2323 ðŸ’Ž Machine Learning for Graphs and Sequential Data 5
IN2050 Model Checking 8
IN2010 Modelling and Simulation 8
IN2052 Petri Nets 5
IN2138 Robot Motion Planning 5
IN2141 Scientific Computing II 5
IN2178 Security Engineering 5
IN2068 Sensor-based Robotic Manipulation and Locomotion 3
IN2241 Social Computing 5

C2 Physics

ID Title Credits
PH2297 Advanced Methods in Quantum Many-Body Theory 10
PH2185 Advanced Quantum Field Theory 10
PH0024 ðŸ’Ž Advanced Quantum Mechanics 5
PH2080 An Introduction to Theoretical Astrophysics 5
PH2001 Biomedical Physics 1 5
PH2002 Biomedical Physics 2 5
PH0020 Biophysics 10
PH2264 Computational Methods in Many-Body Physics 10
PH0018 Condensed Matter Physics 2 9
NAT3020 ðŸ’Ž Differential Geometry in Physics 8
PH2196 Fusion Research 5
PH2181 Image Processing in Physics 5
PH2182 Modern X-Ray Physics 5
PH2028 Nonlinear Dynamics and Complex Systems 2 5
PH0015 Nuclear, Particle and Astrophysics 2 9
PH2036 Plasma Physics 2 5
PH2040 Relativity, Particles, and Fields 10
PH1005 Theoretical Particle Physics 10
PH0007 Theoretical Physics 3 (Quantum Mechanics) 9
PH0012 Theoretical Physics 4B (Thermodynamics and Elements of Statistical Mechanics) 9
PH1006 Theory of Stochastic Processes 10
PH2246 Topology and New Kinds of Order in Condensed Matter Physics 10

C3 Economics

ID Title Credits
WI000819 Applied Discrete Optimization 6
WI200541 Complex Scheduling in Manufacturing and Services: Models, Methods and Applications (Limited places) 6
WI000091 Corporate Finance 6
WI001130 Cost Accounting (MiM) 6
WI000232 Derivatives 6
WI000100 Economics of Uncertainty and Asymmetric Information 6
WI000992 Energy Trading 6
WI001157 International Capital Markets and Investment Practice 3
WI000979 Inventory Management (Limited places) 6
WI001138 Investment & Financial Management: Corporate Finance (MiM) 6
WI001138 Investment & Financial Management: Financial Markets (MiM) 6
WI000820 Marketing 6
MGT001034 Service Operations Management (Limited places) 6
WI000820 Technology and Innovation Management: Introduction 6
WI001281 ðŸŒŸ The Economics of Firm Competition 6
WI000234 Value-based Management 6

C4 Chemistry

ID Title Credits
CH0780 Chemistry in Everyday Life and Technology 5
CH3335 Quantum Dynamics and Spectroscopy 5

C5 Life Sciences

ID Title Credits
WZ8063 Biology 3
WZ1036 Biology and Physiology of Plant Stress 5
WZ0128 Cell Biology 6
WZ0128 Genetics 6
WZ0022 Human and animal physiology 6
WZ0360 Introduction to the microbial ecology 3
WZ1589 ðŸ’Ž Marker-assisted selection 5
LS20057 ðŸŒŸ NeuroAI and Machine Learning in Neuroscience – Lecture (M.Sc.) 7

C6 Other Sciences

ID Title Credits
POL10200 Methods of Complex Systems - Lecture 6
MW2424 Advanced computational methods in biotechnology 4
ED110237 ðŸŒŸ Advanced Numerical Modeling 3
MW1669 Aircraft Trajectory Optimization 3
MW1628 Applied CFD 5
ED140014 Automatic Control - Lecture 5
ED150049 Autonomous Vehicles: Artificial Intelligence (Modul ED150049 (old MW2378), online) 5
ED150048 Autonomous Vehicles: Development and Simulation (Modul ED150048 (old MW2352), online) 5
MW0376 Biofluid Mechanics 5
MW1817 Biomechanics - Fundamentals and Modeling 5
EI7473 BioMEMS & Microfluidics 5
EI70320 Channel Coding 5
MW2323 Computational Acoustics 5
MW2248 Data analysis and design of experiments 5
WZ3223 Design and Analysis of Experiments 5
EI70220 Digital Signal Processing 5
MW2453 Discontinuous Galerkin Methods for Numerical Simulation 5
ED110011 Earth System Modelling - Lecture 5
ED180013 Energy Informatics 5
EI7465 Environmental Sensing and Modeling 6
MW2452 Finite Elements in Fluid Mechanics 3
MW2021 Fluid Mechanics 1 6
CIT433028 Foundations of Modern Robotics 5
WZ8100 Fundamentals of Climate Change 3
MW1913 Fundamentals of numerical fluid mechanics 5
MW0357 Gas Dynamics 5
MW2373 Introduction to Non-linear Dynamics and Chaos 3
CIT433032 Logic Synthesis and Physical Design 6
MW0017 Medical Technology 2 - an organ system based approach 5
EI70870 Modeling of energy systems 5
ED110068 Modelling and Machine Learning of Dynamical Systems in Julia 5
EI7490 ðŸ’Ž Modelling Complexity in Energy and System Models 5
MW1141 Modelling of cellular systems 5
MW0538 Modern Control 1 - Lecture - 5
EI70270 Neuroprosthetics 5
MW0620 Nonlinear Finite Element Methods 5
EI70140 Optimal Control and Decision-Making 5
EI76471 Quantum information theory 5
MW1586 Road Vehicles: Design and Simulation (online) 5
MW0867 Robot Dynamics (Modul MW0867/ED160028) 5
EI70380 Signal Processing and Machine Learning 5
EI70760 Simulation of Quantum Devices 5
EI70240 Statistical Signal Processing 5
MW0595 Turbulent Flows 5