Modules

5 results

Applications in Computational Science and Engineering - Elective Modules5

Computational Methods for Single-cell BiologyNo ratings for this module yet.Modelling and Computation in the BiosciencesIn this module you will learn modern computational methods for the analysis of single-cell data and apply them practically. After lectures on important topics in single-cell biology and data analysis, you will work eight weeks in an ICB laboratory on a concrete project to gain practical experience.6 ECTSruns this semesterMA5617Computational Neuroscience: Eine Ringvorlesung von Modellen bis zu AnwendungenNo ratings for this module yet.Modelling and Computation in the BiosciencesYou will obtain an interdisciplinary overview of fundamentals and models of Computational Neuroscience as well as their applications, for example in neuroprostheses. In the end you will know anatomical and physiological basics, methods for modeling neuronal activity, and how such models can be used for technical applications.3 ECTSruns this semesterEI7646Mathematical Models in BiologyNo ratings for this module yet.Modelling and Computation in the BiosciencesYou learn how dynamic and stochastic models are constructed and applied in biology. The module covers, among other things, linear compartment models, Markov chains, birth–death and branching processes, as well as age- and space-structured populations. In the end you will be able to compare different modeling approaches and choose the appropriate model level for a biological system.9 ECTSruns this semesterMA3601Applications of Mathematical BiologyNo ratings for this module yet.Modelling and Computation in the BiosciencesYou will learn fundamental mathematical methods of biology, including nonlinear dynamics, bifurcation and singular perturbation theory, as well as fundamental stochastic processes. These methods will be applied to important models from ecology, biochemistry, regulatory pathways, neuroscience and population genetics, so that you can understand research articles and adapt standard models to problems in the end.9 ECTSno date this semesterMA3602Informatikanwendungen in der Medizin IINo ratings for this module yet.Modelling and Computation in the BiosciencesYou will learn advanced methods of medical image processing, segmentation and registration as well as the fundamentals of machine learning and 3D volume visualization. In the end you will be able to distinguish the most important algorithm types, assess when they are applied, implement central procedures in Python, and apply them to clinical questions.5 ECTSno date this semesterIN2022