Search result: Course units in Autumn Semester 2022
Computational Science and Engineering Master | ||||||
Core Courses In the ‘core courses’ subcategory, at least two course units must be successfully completed. Only one of the two course units 263-5210-00L Probabilistic Artificial Intelligence resp. 252-0535-00L Advanced Machine Learning may be recognised for credits as a core course. However, the other course unit may be recognised for a different category. | ||||||
Number | Title | Type | ECTS | Hours | Lecturers | |
---|---|---|---|---|---|---|
252-0535-00L | Advanced Machine Learning | W | 10 credits | 3V + 2U + 4A | J. M. Buhmann, C. Cotrini Jimenez | |
Core Courses (continued) Only one of the two course units 263-5210-00L Probabilistic Artificial Intelligence resp. 252-0535-00L Advanced Machine Learning may be recognised for credits as a core course. However, the other course unit may be recognised for a different category. For the category assignment take contact with the Study Administration (Link). | ||||||
Number | Title | Type | ECTS | Hours | Lecturers | |
263-5210-00L | Probabilistic Artificial Intelligence | W | 8 credits | 3V + 2U + 2A | A. Krause | |
Fields of Specialization | ||||||
Astrophysics | ||||||
Number | Title | Type | ECTS | Hours | Lecturers | |
401-7851-00L | Theoretical Astrophysics (University of Zurich) No enrolment to this course at ETH Zurich. Book the corresponding module directly at UZH as an incoming student. UZH Module Code: AST512 Mind the enrolment deadlines at UZH: Link | W | 10 credits | 4V + 2U | University lecturers | |
401-7855-00L | Computational Astrophysics (University of Zurich) No enrolment to this course at ETH Zurich. Book the corresponding module directly at UZH as an incoming student. UZH Module Code: AST245 Mind the enrolment deadlines at UZH: Link | W | 6 credits | 2V | L. M. Mayer | |
Physics of the Atmosphere | ||||||
Number | Title | Type | ECTS | Hours | Lecturers | |
701-0023-00L | Atmosphere | W | 3 credits | 2V | E. Fischer, T. Peter | |
651-4053-05L | Boundary Layer Meteorology | W | 4 credits | 3G | M. Rotach, P. Calanca | |
701-1221-00L | Dynamics of Large-Scale Atmospheric Flow | W | 4 credits | 2V + 1U | H. Wernli, L. Papritz | |
401-5930-00L | Seminar in Physics of the Atmosphere for CSE | W | 4 credits | 2S | H. Joos, C. Schär | |
Chemistry | ||||||
Number | Title | Type | ECTS | Hours | Lecturers | |
529-0004-01L | Classical Simulation of (Bio)Molecular Systems | W | 6 credits | 4G | P. H. Hünenberger, J. Dolenc, S. Riniker | |
529-0003-01L | Advanced Quantum Chemistry | W | 6 credits | 3G | M. Reiher, A. Baiardi | |
401-5940-00L | Seminar in Chemistry for CSE | W | 4 credits | 2S | P. H. Hünenberger, M. Reiher | |
Fluid Dynamics One of the course units 151-0103-00L Fluid Dynamics II 151-0109-00L Turbulent Flows is compulsory. Students able to follow courses in German are advised to choose 151-0103-00L Fluid Dynamics II. | ||||||
Number | Title | Type | ECTS | Hours | Lecturers | |
151-0103-00L | Fluid Dynamics II | O | 3 credits | 2V + 1U | P. Jenny | |
151-0109-00L | Turbulent Flows | W | 4 credits | 2V + 1U | P. Jenny | |
151-0532-00L | Nonlinear Dynamics and Chaos I | W | 4 credits | 2V + 2U | G. Haller | |
151-0213-00L | Fluid Dynamics with the Lattice Boltzmann Method | W | 4 credits | 3G | I. Karlin | |
151-0709-00L | Stochastic Methods for Engineers and Natural Scientists | W | 4 credits | 4G | D. W. Meyer-Massetti | |
151-0125-00L | Hydrodynamics and Cavitation | W | 4 credits | 3G | O. Supponen | |
401-5950-00L | Seminar in Fluid Dynamics for CSE | W | 4 credits | 2S | P. Jenny | |
Systems and Control | ||||||
Number | Title | Type | ECTS | Hours | Lecturers | |
227-0103-00L | Control Systems | W | 6 credits | 2V + 2U | F. Dörfler | |
227-0225-00L | Linear System Theory | W | 6 credits | 5G | J. Lygeros, A. Tsiamis | |
151-0532-00L | Nonlinear Dynamics and Chaos I | W | 4 credits | 2V + 2U | G. Haller | |
151-0575-01L | Signals and Systems | W | 4 credits | 2V + 2U | A. Carron | |
151-0563-01L | Dynamic Programming and Optimal Control | W | 4 credits | 2V + 1U | R. D'Andrea | |
252-0535-00L | Advanced Machine Learning | W | 10 credits | 3V + 2U + 4A | J. M. Buhmann, C. Cotrini Jimenez | |
401-5850-00L | Seminar in Systems and Control for CSE | W | 4 credits | 2S | J. Lygeros | |
Robotics Only one of the two course units 263-5902-00L Computer Vision resp. 227-0447-00L Image Analysis and Computer Vision may be recognised for credits for the overall (CSE Bachelor and Master) study programmes. Only one of the two course units 263-5210-00L Probabilistic Artificial Intelligence resp. 252-0535-00L Advanced Machine Learning may be recognised for credits in the field of specialisation `Robotics' for the overall (CSE Bachelor and Master) study programmes. However, the other course unit may be recognised for a different category. | ||||||
Number | Title | Type | ECTS | Hours | Lecturers | |
151-0601-00L | Theory of Robotics and Mechatronics Does not take place this semester. | W | 4 credits | 3G | to be announced | |
227-0447-00L | Image Analysis and Computer Vision | W | 6 credits | 3V + 1U | E. Konukoglu, F. Yu | |
252-0535-00L | Advanced Machine Learning | W | 10 credits | 3V + 2U + 4A | J. M. Buhmann, C. Cotrini Jimenez | |
263-3210-00L | Deep Learning Number of participants limited to 320. | W | 8 credits | 3V + 2U + 2A | T. Hofmann, F. Perez Cruz, N. Perraudin | |
151-0563-01L | Dynamic Programming and Optimal Control | W | 4 credits | 2V + 1U | R. D'Andrea | |
151-0851-00L | Robot Dynamics | W | 4 credits | 2V + 2U | M. Hutter, R. Siegwart | |
401-5860-00L | Seminar in Robotics for CSE | W | 4 credits | 2S | M. Hutter, R. Katzschmann, E. Konukoglu, B. Nelson, R. Siegwart, M. Zeilinger | |
Robotics (continued) Only one of the two course units 263-5902-00L Computer Vision resp. 227-0447-00L Image Analysis and Computer Vision may be recognised for credits for the overall (CSE Bachelor and Master) study programmes. Only one of the two course units 263-5210-00L Probabilistic Artificial Intelligence resp. 252-0535-00L Advanced Machine Learning may be recognised for credits in the field of specialisation `Robotics' for the overall (CSE Bachelor and Master) study programmes. However, the other course unit may be recognised for a different category. For the category assignment take contact with the Study Administration (Link). | ||||||
Number | Title | Type | ECTS | Hours | Lecturers | |
263-5902-00L | Computer Vision | W | 8 credits | 3V + 1U + 3A | M. Pollefeys, S. Tang, F. Yu | |
263-5210-00L | Probabilistic Artificial Intelligence | W | 8 credits | 3V + 2U + 2A | A. Krause | |
Physics For the field of specialization `Physics' basic knowledge in quantum mechanics is required. | ||||||
Number | Title | Type | ECTS | Hours | Lecturers | |
402-0809-00L | Introduction to Computational Physics | W | 8 credits | 2V + 2U | A. Adelmann | |
402-0205-00L | Quantum Mechanics I | W | 10 credits | 3V + 2U | C. Anastasiou | |
402-0461-00L | Quantum Information Theory | W | 8 credits | 3V + 1U | J. Renes | |
402-0777-00L | Particle Accelerator Physics and Modeling I | W | 6 credits | 2V + 1U | A. Adelmann | |
401-5810-00L | Seminar in Physics for CSE | W | 4 credits | 2S | A. Adelmann | |
Computational Finance | ||||||
Number | Title | Type | ECTS | Hours | Lecturers | |
401-3913-01L | Mathematical Foundations for Finance | W | 4 credits | 3V + 2U | M. Schweizer | |
401-4657-00L | Numerical Solution of Stochastic Ordinary Differential Equations Alternative course titles: "Numerical Analysis of Stochastic Ordinary Differential Equations" / "Computational Methods for Quantitative Finance: Monte Carlo and Sampling Methods" | W | 6 credits | 3V + 1U | A. Stein | |
401-8905-00L | Financial Engineering (University of Zurich) Does not take place this semester. Will be offered in the Spring Semester 2023. No enrolment to this course at ETH Zurich. Book the corresponding module directly at UZH as an incoming student. UZH Module Code: MFOEC200 Mind the enrolment deadlines at UZH: Link | W | 6 credits | 4G | University lecturers | |
363-0561-00L | Financial Market Risks Does not take place this semester. | W | 3 credits | 2G | not available | |
401-5820-00L | Seminar in Computational Finance for CSE | W | 4 credits | 2S | J. Teichmann | |
Electromagnetics | ||||||
Number | Title | Type | ECTS | Hours | Lecturers | |
227-0110-00L | Electromagnetic Waves: Materials, Effects, and Antennas | W | 6 credits | 4G | U. Koch | |
227-2037-00L | Physical Modelling and Simulation | W | 6 credits | 4G | J. Smajic | |
227-0301-00L | Optical Communication Fundamentals | W | 6 credits | 2V + 1U + 1P | J. Leuthold | |
401-4785-00L | Mathematical and Computational Methods in Photonics Does not take place this semester. | W | 8 credits | 4G | H. Ammari | |
401-5870-00L | Seminar in Electromagnetics for CSE | W | 4 credits | 2S | J. Smajic, J. Leuthold | |
Geophysics Recommended combinations: Subject 2 + Subject 5 + Subject 6 + Subject 7 Subject 2 + Subject 4 + Subject 5 + Subject 6 + Subject 8 Subject 2 + Subject 5 + Subject 6 + (Subject 1 or Subject 3) | ||||||
Geophysics: Subject 1 | ||||||
Number | Title | Type | ECTS | Hours | Lecturers | |
651-4007-00L | Continuum Mechanics | W | 3 credits | 2V | T. Gerya | |
Geophysics: Subject 2 | ||||||
Number | Title | Type | ECTS | Hours | Lecturers | |
651-4241-00L | Numerical Modelling I and II: Theory and Applications | W | 6 credits | 4G | T. Gerya | |
Geophysics: Subject 3 Offered in the spring semester | ||||||
Geophysics: Subject 4 Offered in the spring semester | ||||||
Geophysics: Subject 5 | ||||||
Number | Title | Type | ECTS | Hours | Lecturers | |
651-4014-00L | Seismic Waves II | W | 3 credits | 2G | T. Diehl, F. Lanza, M. D. P. Sánchez Sánchez-Pastor | |
Geophysics: Subject 6 Offered in the spring semester | ||||||
Geophysics: Subject 7 Offered in the spring semester | ||||||
Geophysics: Subject 8 | ||||||
Number | Title | Type | ECTS | Hours | Lecturers | |
651-4273-00L | Numerical Modelling in Fortran | W | 3 credits | 2V | P. Tackley | |
Geophysics: Seminar | ||||||
Number | Title | Type | ECTS | Hours | Lecturers | |
401-5880-00L | Seminar in Geophysics for CSE | W | 4 credits | 2S | T. Gerya, P. Tackley | |
Biology | ||||||
Number | Title | Type | ECTS | Hours | Lecturers | |
636-0007-00L | Computational Systems Biology | W | 6 credits | 3V + 2U | J. Stelling | |
636-0017-00L | Computational Biology | W | 6 credits | 3G + 2A | T. Vaughan, C. Magnus, T. Stadler | |
636-0706-00L | Spatio-Temporal Modelling in Biology | W | 4 credits | 3G | D. Iber | |
227-0421-00L | Deep Learning in Artificial and Biological Neuronal Networks | W | 4 credits | 3G | B. Grewe | |
227-1037-00L | Introduction to Neuroinformatics | W | 6 credits | 2V + 1U + 1A | V. Mante, M. Cook, B. Grewe, G. Indiveri, D. Kiper, W. von der Behrens | |
551-1299-00L | Bioinformatics | W | 6 credits | 4G | S. Sunagawa, P. Beltrao, A. Blasimme, V. Boeva, A. Kahles, C. von Mering, N. Zamboni | |
Electives In the ‘electives’ subcategory, at least two course units must be successfully completed. | ||||||
Number | Title | Type | ECTS | Hours | Lecturers | |
101-0250-00L | Solving Partial Differential Equations in Parallel on GPUs | W | 4 credits | 3G | L. Räss, S. Omlin, M. Werder | |
151-0317-00L | Visualization, Simulation and Interaction - Virtual Reality II | W | 4 credits | 3G | A. Kunz | |
151-0371-00L | Advanced Model Predictive Control Number of participants limited to 60. | W | 4 credits | 2V + 1U | M. Zeilinger, A. Carron, L. Hewing, J. Köhler | |
151-0833-00L | Applied Finite Element Analysis | W | 4 credits | 2V + 2U | B. Berisha, D. Mohr | |
151-0529-00L | Computational Mechanics II: Nonlinear FEA | W | 4 credits | 2V + 2U | L. De Lorenzis | |
263-2800-00L | Design of Parallel and High-Performance Computing Number of participants limited to 125. | W | 9 credits | 3V + 2U + 3A | T. Hoefler, M. Püschel | |
263-5905-00L | Mixed Reality The deadline for deregistering expires at the end of the second week of the semester. Students who are still registered after that date, but do not attend the course, will officially fail the course. | W | 5 credits | 3G + 1A | I. Armeni, M. Pollefeys | |
227-0102-00L | Discrete Event Systems | W | 6 credits | 4G | L. Josipovic, L. Vanbever, R. Wattenhofer | |
227-0116-00L | VLSI 1: HDL Based Design for FPGAs | W | 6 credits | 5G | F. K. Gürkaynak, L. Benini | |
227-0147-10L | VLSI 3: Full-Custom Digital Circuit Design | W | 6 credits | 2V + 3U | C. Studer, O. Castañeda Fernández | |
227-0417-00L | Information Theory I | W | 6 credits | 4G | A. Lapidoth | |
227-0124-00L | Embedded Systems | W | 6 credits | 4G | M. Magno, L. Thiele | |
227-0971-00L | Computational Psychiatry Please note that participation in this course and the practical sessions requires additional registration at: Link | W | 3 credits | 4S | K. Stephan | |
252-0237-00L | Concepts of Object-Oriented Programming | W | 8 credits | 3V + 2U + 2A | P. Müller | |
252-0417-00L | Randomized Algorithms and Probabilistic Methods | W | 10 credits | 3V + 2U + 4A | A. Steger | |
252-0543-01L | Computer Graphics | W | 8 credits | 3V + 2U + 2A | M. Gross, M. Papas | |
252-0546-00L | Physically-Based Simulation in Computer Graphics | W | 5 credits | 2V + 1U + 1A | S. Coros, B. Thomaszewski, V. da Costa de Azevedo | |
401-3621-00L | Fundamentals of Mathematical Statistics | W | 10 credits | 4V + 1U | S. van de Geer | |
401-3627-00L | High-Dimensional Statistics Does not take place this semester. | W | 4 credits | 2V | P. L. Bühlmann | |
401-4623-00L | Time Series Analysis | W | 4 credits | 2G | N. Meinshausen | |
401-3901-00L | Linear & Combinatorial Optimization | W | 11 credits | 4V + 2U | R. Zenklusen | |
401-4944-20L | Mathematics of Data Science | W | 8 credits | 4G | A. Bandeira | |
227-0423-00L | Neural Network Theory Does not take place this semester. | W | 4 credits | 2V + 1U | H. Bölcskei | |
227-1033-00L | Neuromorphic Engineering I Registration in this class requires the permission of the instructors. Class size will be limited to available lab spots. Preference is given to students that require this class as part of their major. Information for UZH students: Enrolment to this course unit only possible at ETH. No enrolment to module INI404 at UZH. Please mind the ETH enrolment deadlines for UZH students: Link | W | 6 credits | 2V + 3U | T. Delbrück, G. Indiveri, S.‑C. Liu | |
327-1201-00L | Transport Phenomena I | W | 5 credits | 4G | J. Vermant | |
252-3005-00L | Natural Language Processing Number of participants limited to 400. | W | 7 credits | 3V + 3U + 1A | R. Cotterell | |
263-2400-00L | Reliable and Trustworthy Artificial Intelligence | W | 6 credits | 2V + 2U + 1A | M. Vechev | |
» see also Fields of Specialization | ||||||
Case Studies | ||||||
Number | Title | Type | ECTS | Hours | Lecturers | |
401-3667-72L | Case Studies Seminar (Autumn Semester 2022) | W | 3 credits | 2S | V. C. Gradinaru, R. Hiptmair | |
Semester Paper There are several course units "Semester Paper" that are all equivalent. If, during your studies, you write several semester papers, choose among the different numbers in order to be able to obtain credits again. | ||||||
Number | Title | Type | ECTS | Hours | Lecturers | |
401-3740-01L | Semester Paper Successful participation in the course unit 401-2000-00L Scientific Works in Mathematics or 402-2000-00L Scientific Works in Physicsis is required. For more information, see Link Supervisors only authorised for term papers must be assigned by the Study Administration. | W | 8 credits | 17A | Supervisors | |
401-3740-02L | Semester Paper (No. 2) Successful participation in the course unit 401-2000-00L Scientific Works in Mathematics or 402-2000-00L Scientific Works in Physicsis is required. For more information, see Link Supervisors only authorised for term papers must be assigned by the Study Administration. | W | 8 credits | 17A | Supervisors | |
Science in Perspective Two credits are needed from the "Science in Perspective" programme with language courses excluded if three credits from language courses have already been recognised for the Bachelor's degree. see Link (Eight credits must be acquired in this category: normally six during the Bachelor’s degree programme, and two during the Master’s degree programme. A maximum of three credits from language courses from the range of the Language Center of the University of Zurich and ETH Zurich may be recognised. In addition, only advanced courses (level B2 upwards) in the European languages English, French, Italian and Spanish are recognised. German language courses are recognised from level C2 upwards.) | ||||||
» see Science in Perspective: Type A: Enhancement of Reflection Capability | ||||||
» Recommended Science in Perspective (Type B) for D-MATH | ||||||
» see Science in Perspective: Language Courses ETH/UZH | ||||||
Master's Thesis If you wish to have recognised 402-2000-00L Scientific Works in Physics instead of 401-2000-00L Scientific Works in Mathematics (as allowed for the CSE programme), take contact with the Study Administration Office (Link) after having passed the performance assessment. | ||||||
Number | Title | Type | ECTS | Hours | Lecturers | |
401-2000-00L | Scientific Works in Mathematics Target audience: Third year Bachelor students; Master students who cannot document to have received an adequate training in working scientifically. | O | 0 credits | D. Possamaï | ||
401-2000-01L | Lunch Sessions – Thesis Basics for Mathematics Students Details and registration for the optional MathBib training course: Link | Z | 0 credits | Speakers | ||
402-2000-00L | Scientific Works in Physics Target audience: Master students who cannot document to have received an adequate training in working scientifically. Directive Link | W | 0 credits | D. Kienzler | ||
401-4990-01L | Master's Thesis Only students who fulfil the following criteria are permitted to commence the Master's thesis: a. successful completion of the Bachelor's programme; b. fulfilling of any additional requirements necessary to gain admission to the Master's programme; c. successful completion of 1) at least two course units in the category ‘Core courses’; 2) at least five course units, including a seminar, in the category ‘Fields of specialisation’; and 3) the semester paper. Successful participation in the course unit 401-2000-00L Scientific Works in Mathematics or 402-2000-00L Scientific Works in Physicsis is required. For more information, see Link | O | 30 credits | 57D | Supervisors | |
Colloquia | ||||||
Number | Title | Type | ECTS | Hours | Lecturers | |
401-5650-00L | Zurich Colloquium in Applied and Computational Mathematics | E- | 0 credits | 1K | R. Abgrall, R. Alaifari, H. Ammari, R. Hiptmair, S. Mishra, S. Sauter, C. Schwab | |
Course Units for Additional Admission Requirements The courses below are only available for MSc students with additional admission requirements. | ||||||
Number | Title | Type | ECTS | Hours | Lecturers | |
401-0363-AAL | Analysis III Enrolment ONLY for MSc students with a decree declaring this course unit as an additional admission requirement. Any other students (e.g. incoming exchange students, doctoral students) CANNOT enrol for this course unit. | E- | 4 credits | 9R | A. Iozzi | |
406-0603-AAL | Stochastics (Probability and Statistics) Enrolment ONLY for MSc students with a decree declaring this course unit as an additional admission requirement. Any other students (e.g. incoming exchange students, doctoral students) CANNOT enrol for this course unit. | E- | 4 credits | 9R | M. Kalisch | |
401-2673-AAL | Numerical Methods for CSE Enrolment ONLY for MSc students with a decree declaring this course unit as an additional admission requirement. Any other students (e.g. incoming exchange students, doctoral students) CANNOT enrol for this course unit. | E- | 9 credits | 19R | R. Hiptmair | |
401-0674-AAL | Numerical Methods for Partial Differential Equations Enrolment ONLY for MSc students with a decree declaring this course unit as an additional admission requirement. Any other students (e.g. incoming exchange students, doctoral students) CANNOT enrol for this course unit. | E- | 10 credits | 21R | R. Hiptmair | |
252-0232-AAL | Software Engineering Enrolment ONLY for MSc students with a decree declaring this course unit as an additional admission requirement. Any other students (e.g. incoming exchange students, doctoral students) CANNOT enrol for this course unit. | E- | 6 credits | 13R | F. Friedrich Wicker, M. Schwerhoff |