## Computational Engineering | |

Acad. prof Kimmo Kaski | Innopoli 2, Tekniikantie 14 | Tel. 451 4825 | Kimmo.Kaski@hut.fi |

Prof Jouko Lampinen | Innopoli 2, Tekniikantie 14 | Tel. 451 4827 | Jouko.Lampinen@hut.fi |

Prof Jukka Tulkki | Innopoli 2, Tekniikantie 14 | Tel. 451 3125 | Jukka.Tulkki@hut.fi |

Acad. prof Mikko Sams | Innopoli 2, Tekniikantie 14 | Tel. 451 4848 | Mikko.Sams@hut.fi |

In various fields of science and technology the role of computational modelling has become of paramount importance. This is because of ever increasing need of analysing data, solve numerically mathematical models and do simulations of systems and processes of physical, biological, technical, economical, societal and human cognitive origin. This very generic information processing approach to invariably complex natural and engineering systems is called Computational engineering since it also includes considerations of efficient modelling, visualisation and computation methods.

The Computational engineering major focuses on developing student's readiness in solving problems of complex systems in science and technology by means of computational modeling, analysis and simulations. The major is based on computational science and engineering studies and related mathematical studies. Courses of information engineering, cognitive technology, computational physics, signal processing and system analysis can also be included in the studies.

The central aim of computational engineering major is to train all-around experts for development, design, and research positions, in public and private sector institutions and companies of various science and technology fields. This major is well suited for M.Sc. and Ph.D. studies due to large number of courses being given in English at this level.

Obligatory studies | ||
---|---|---|

Mat-2.105 | Introduction to Optimization | (2 cr) |

Mat-2.111 | Stochastic Processes | (3 cr) L |

S-114.100 | Computational Science | (3 cr) |

S-114.240 | Seminar on Computational Engineering | (2 cr) V |

S-114.310 | Introduction to Modelling and Information Theory | (2 cr) |

Choose one of the following courses | ||

S-114.200 | Special Course in Computational Engineering I | (4 cr) L |

S-114.250 | Special Topics in Computational Science | (4 cr) L |

Choose from the following list to get total 20 cr | ||

S-114.101 | Cognitive Neuroscience | (3 cr) |

S-114.150 | Computer Simulation in Engineering and Economics | (2-4 cr) LV |

S-114.202 | Special Course in Computational Engineering II | (2-5 cr) LV |

S-114.204 | Modelling of Perception | (3 cr) L |

S-114.210 | Individual Project in Computational Engineering | (2 cr) |

S-114.215 | Special Project in Computational Engineering | (2-5 cr) |

S-114.220 | Research Seminar on Computational Science | (2-4 cr) LV |

S-114.230 | Individual Studies on Computational Engineering | (1-6 cr) LV |

S-114.245 | Laboratory Seminar on Computational Engineering | (1-2 cr) LV |

S-114.300 | Topical Lectures on Information Theory and Modeling | (2 cr) L |

S-114.401 | Semiconductor Quantum Structures | (4 cr) L |

S-114.600 | Introduction to Bayesian Modelling | (2 cr) L |

S-114.720 | Research Seminar on Communication and Cognition | (1-4 cr) LV |

S-114.730 | Modelling of Communication and Cognition | (2 cr) LV |

S-114.740 | Special Course on Communication and Cognition | (2 cr) LV |

S-114.780 | Perception and Action | (4 cr) |

Mat-1.042 | Philosophy of Science | (2-4 cr) L |

Mat-1.080 | Principles of Mathematical Logic | (1 cr) L |

Mat-2.128 | Prediction and Time Series Analysis | (2 cr) |

Mat-2.129 | System Identification | (2 cr) |

Mat-2.130 | Mathematical Modelling | (2 cr) L |

Mat-2.148 | Dynamic Optimization | (3 cr) |

Tfy-3.275 | Computer Simulation Methods in Physics | (4 cr) |

S-72.423 | Telecommunication Systems | (3 cr) |

S-88.211 | Signal Processing in Telecommunications I | (2 cr) |

S-89.510 | DPS Processors and Audio Signal Processing | (3 cr) |

T-61.166 | Special Course in Neural Computing | (2-5 cr) |

T-61.231 | Principles of Pattern Recognition | (3 cr) L |

T-61.238 | Statistical Modeling of Signals | (3 cr) |

T-61.246 | Digital Signal Processing and Filtering | (4 cr) |

T-106.253 | Data Structures and Algorithms Y | (3 cr) |

S-81.270 | Signal Processing and Soft Computing in Industrial Electronics | (3.5 cr) |

S-88.105 | Digital Signal Processing Systems | (2 cr) |

S-88.150 | Computer Technology, Laboratory Course | (1.5 cr) |

S-89.610 | Processing of Speech Signals | (3 cr) |

S-96.170 | Numerical Electromagnetics | (3 cr) |

T-111.450 | Computer Animation and Modelling | (4 cr) L |

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This page has been updated 24.11.2005

URL: http://www.lce.hut.fi/teaching/compeng.html