Modules

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Applications in Computational Science and Engineering - Elective Modules56

Bildverarbeitung in der PhysikNo ratings for this module yet.Computational PhysicsYou will learn basic and advanced techniques of image processing and image reconstruction with a focus on applications in physics. In the end you will be able to apply filter- and Fourier-based methods, interpolation, segmentation, noise and resolution analysis, tomographic reconstruction as well as fundamental concepts of wave propagation and phase-contrast imaging, and assess their respective strengths and limitations.5 ECTSruns this semesterPH2181Computational AcousticsNo ratings for this module yet.Computational Fluid MechanicsIn this module you will learn numerical methods for solving acoustic problems, in particular the Finite Element Method (FEM) and the Boundary Element Method (BEM). In the end you will be able to explain the fundamental methodology, assess typical problems in outdoor space and fluid-structure interactions, and implement a simple FEM- or BEM-program in MATLAB.5 ECTSruns this semesterMW2323Computational Material Modeling 1No ratings for this module yet.Computational Structural MechanicsYou will learn mechanical material models for different materials (metals, composites, foams, biomaterials) and how to apply them. In the end you will be able to select appropriate models, understand their assumptions, homogenize and assess them for simulation purposes, and estimate the balance between model complexity and numerical efficiency.6 ECTSruns this semesterBV330009Computational Materials DesignNo ratings for this module yet.Computational ElectronicsIn this project-oriented master's module you will learn how high-throughput simulations and data-driven methods combine to predict material properties. By the end you will be able to implement ML models in Python, analyze datasets from the materials sciences, and assess the quality of different models.5 ECTSruns this semesterEI71055Computational Methods for Nanoelectronics: Semiclassical ModelsNo ratings for this module yet.Computational ElectronicsIn this module you will gain an overview of the most important semi-classical numerical methods in nanoelectronics and their application to modern semiconductor devices. You will learn both basic concepts of organic and inorganic semiconductor materials and practical simulation approaches (drift-diffusion, Boltzmann transport, various Monte-Carlo methods) and apply them. In the end you will be able to select appropriate semi-classical methods and numerically solve simple charge-transport problems.5 ECTSruns this semesterEI71094
51 more in Applications in Computational Science and Engineering - Elective ModulesComputational 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 semesterEI7646Computational Photonics LaboratoryNo ratings for this module yet.Computational ElectronicsYou receive a practice-oriented introduction to numerical methods for the simulation of photonic components. You model optical components, analyze the underlying effects, and implement simulation codes in Matlab. In the end you will be able to apply common numerical procedures to linear and nonlinear light propagation as well as emission and absorption and to create your own simulation tools.5 ECTSruns this semesterEI7469Computational Plasma PhysicsNo ratings for this module yet.Computational PhysicsYou will learn numerical methods for solving and applying models from plasma physics. The focus is on the discretization of partial differential equations (e.g., Poisson, conservation and kinetic equations) and the implementation of these procedures in Python. In the end you will be able to derive an appropriate numerical method for a concrete model, implement it, and test and verify the code.5 ECTSruns this semesterMA4304Computational Thermo-Fluid DynamicsNo ratings for this module yet.Computational Fluid MechanicsYou gain an overview of numerical methods for solving heat and thermofluid dynamics problems and learn good programming practices in Matlab. By the end of the course you will be able to analyze physical and mathematical properties of the relevant partial differential equations and to implement appropriate numerical algorithms to solve typical heat transfer problems.4 ECTSruns this semesterMW2134Finite Elemente Methode 1No ratings for this module yet.Computational Structural MechanicsIn this module you will acquire the fundamental concepts of the finite element method (FEM) and the associated modeling practice. You will learn to build FEM models for linear structural mechanics, validate results and create simple parts of an FEM implementation. Additionally, you will apply commercial FEM software to practically practice preprocessing, meshing, analysis and postprocessing.6 ECTSruns this semesterBV320016Finite Elemente Methode für Fluid-Struktur Interaktion mittels open-source software (CSE)No ratings for this module yet.Computational Structural MechanicsYou will learn the fundamentals and advanced concepts of finite-element-based simulation of fluid-structure interaction (FSI). The course covers model equations, coupling strategies, discretization, solution algorithms, implementation aspects and the use of open-source software (in particular Kratos). By the end you will be able to analyze FSI problems, evaluate suitable numerical methods and software approaches, and implement your own solution approaches in the project.5 ECTSruns this semesterBGU32024Fortgeschrittene elektronische Struktur, KlausurNo ratings for this module yet.Computational ChemistryYou will learn concepts and technologies of electronic structure theory, starting with potential energy surfaces up to methods such as Hartree–Fock, correlated wave functions and density functional theory. In the end you will be able to qualitatively explain the methods, assess their applications and limitations, and solve simple electronic structure problems independently.5 ECTSruns this semesterCH3333Mathematical 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 semesterMA3601Mathematik der Klima- und ErdsystemwissenschaftenNo ratings for this module yet.Computational PhysicsYou will learn mathematical methods for the analysis and modeling of nonlinear processes in the climate and Earth system. In the end you will be able to explain the basics of energy balance modeling, nonlinear and stochastic dynamics as well as fundamental equations of fluid mechanics, and mathematically analyze time series from climate and Earth system processes.9 ECTSruns this semesterED110088Numerische Methoden für ErhaltungsgleichungenNo ratings for this module yet.Computational Fluid MechanicsYou will learn the derivation and numerical solution of conservation equations for conservative quantities. In the module you will treat scalar and coupled systems, handling discontinuities as well as Riemann problems, and you will apply conservative numerical methods such as the Godunov method as well as higher-order, stable methods.3 ECTSruns this semesterMW2337OptimierungNo ratings for this module yet.Computational Structural MechanicsIn this module you will learn methods and applications of structural optimization for engineers. You will receive fundamental knowledge on modeling, optimization algorithms (including population-based methods), multi-criteria and sensitivity analysis, as well as insights into topology and shape optimization; by the end you will be able to understand, characterize and practically apply optimization tasks.6 ECTSruns this semesterBV320017Particle-Simulation Methods for Fluid DynamicsNo ratings for this module yet.Computational Fluid MechanicsYou will learn particle-based simulation methods for flow problems – from atomistic methods through kinetic models to macroscopic particle solvers. In the end you will understand the fundamentals of the respective models, their algorithms, and know when which method is applicable.3 ECTSruns this semesterMW0696Practical Course Atomistic Simulation of Nanomaterials and Electronic DevicesNo ratings for this module yet.Computational ElectronicsYou will perform modern atomistic simulations (e.g. based on density functional theory) on nanomaterials and electronic devices. In the end you will be able to calculate material properties and the behavior of heterogeneous electronic devices and properly assess the significance of the simulation results.5 ECTSruns this semesterCIT431011Simulation of Quantum DevicesNo ratings for this module yet.Computational ElectronicsYou learn how quantum effects in nanoscale devices are described and how to apply suitable numerical methods to simulate such systems. Topics range from the Schrödinger equation and its numerical treatment to quantum transport simulations. In the end you can formulate physical models and solve them numerically as well as develop simple own simulation codes.5 ECTSruns this semesterEI70760Advanced Fluid MechanicsNo ratings for this module yet.Computational Fluid MechanicsYou receive an in-depth introduction to the continuum description of fluids, the derivation and application of balance and momentum equations, as well as analytical solutions of the Navier–Stokes equations. In the end you will be able to explain boundary layer phenomena (laminar and turbulent), flow instabilities, as well as fundamental aspects of turbulent flows and transport processes (advection/diffusion) and apply them to simple technical problems.6 ECTSno date this semesterBGU41021An Introduction to Microfluidic SimulationsNo ratings for this module yet.Computational Fluid MechanicsYou get a compact overview of microfluidic systems, their special properties and the differences to classical flow problems. Based on various numerical models at macro-, meso- and micro-scale you will learn suitable simulation methods and will be able to explain selected procedures and their application areas at the end.3 ECTSno date this semesterMW0642Analysis, Modeling and Simulation of Communication NetworksNo ratings for this module yet.Computational ElectronicsYou will learn methods for the analysis, modelling and simulation of communication networks. This includes traffic, channel and mobility models, queuing and graph models as well as various simulation methods and tools. In the end you will be able to analytically and simulatively assess networks and develop your own simulation tools as well as perform result evaluations.6 ECTSno date this semesterEI7450Applications 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 semesterMA3602BaudynamikNo ratings for this module yet.Computational Structural MechanicsIn the module Structural Dynamics in Civil Engineering you learn the fundamentals of structural dynamics: analysis of vibrations, model building and calculation of the system response to dynamic loads (e.g., wind, earthquakes). By the end you will be able to select suitable calculation procedures, derive simple analytical solutions and categorize numerical methods as well as apply basic knowledge on stochastic and aeroelastic vibrations.6 ECTSno date this semesterBV430008Biofluid MechanicsNo ratings for this module yet.Computational Fluid MechanicsYou learn how fluid mechanics is applied to biological systems, in particular blood flow in vessels and flow in the lungs. By the end you will be able to use fluid-mechanical principles and mathematical as well as numerical methods to describe and simulate biological processes.5 ECTSno date this semesterMW0376Computational AerodynamicsNo ratings for this module yet.Computational Fluid MechanicsIn this module you will learn the fundamentals and practical application of computational aerodynamics (CFD). You will receive introductions to the Navier-Stokes equations, numerical solution methods (including finite-volume methods), turbulence modeling, boundary conditions, mesh generation as well as analysis and visualization of simulations. By the end you will be able to set up, execute, and critically evaluate flow simulations.5 ECTSno date this semesterLRG0110Computational and Analytical Methods in ElectromagneticsNo ratings for this module yet.Computational PhysicsYou will learn mathematical and numerical methods for the analysis and solution of electromagnetic field problems. In the end you will be able to assess, apply and adapt analytical solutions (e.g., using Green's functions, Mie series) and advanced numerical methods (FDTD, FEM, MoM) for altered geometries and material configurations.6 ECTSno date this semesterEI73181Computational Mechanics for Car Body DesignNo ratings for this module yet.Computational Structural MechanicsYou learn the theoretical and practical foundations of Computational Mechanics with a focus on body-in-white development. In the end you will be able to understand mechanical aspects of crash design and assess and apply methods of numerical development of vehicle bodies.3 ECTSno date this semesterBGU33011Computerbasierte MaterialphysikNo ratings for this module yet.Computational PhysicsYou learn modern theoretical methods of computer-based materials physics and how to apply them. The focus is on density functional theory and ab initio molecular dynamics for the microscopic description of physical and chemical properties of real materials. In the end you can assess the fundamentals, possibilities and limitations of these methods and independently perform and interpret simple calculations on material systems.5 ECTSno date this semesterPH2289Computergestützte Methoden in der VielteilchenphysikNo ratings for this module yet.Computational PhysicsYou will learn computer-based methods for investigating many-particle systems, from numerical algorithms to machine learning techniques. In the end you will be able to apply typical algorithms and understand and assess the underlying concepts.10 ECTSno date this semesterPH2264Diskontinuierliche Galerkin-Verfahren in der Numerischen SimulationNo ratings for this module yet.Computational Structural MechanicsIn this module you will learn about and apply discontinuous (Discontinuous) Galerkin methods for the numerical solution of partial differential equations. You can explain various variants (including higher order), their properties compared to finite differences, finite volumes and continuous finite elements, and implement and evaluate simple simulations in fluid dynamics and acoustics.5 ECTSno date this semesterMW2453Explizite FEM und transiente AnalyseNo ratings for this module yet.Computational Structural MechanicsYou learn the theory and application of the explicit finite element method (FEM) for transient analyses, including specialized modeling for impact and crash mechanics. In the end you will be able to understand explicit Updated-Lagrangian formulations, time stepping integration and contact algorithms and apply them to problem-related simulations.3 ECTSno date this semesterBV330008Finite Elemente Methode (FEM) mit Schwerpunkt Luft- und RaumfahrtstrukturenNo ratings for this module yet.Computational Structural MechanicsYou receive a compact introduction to the theoretical fundamentals of the Finite Element Method (Statics and Dynamics) with a focus on applications in aerospace. You will learn to approximate technical structures with simple FEM models, to use simulation tools, and to interpret results as well as to adapt modeling as needed.4 ECTSno date this semesterMW1268FlächentragwerkeNo ratings for this module yet.Computational Structural MechanicsYou will learn theories and methods for the analysis of discs, plates and shells. In the end you will be able to select suitable model depths, model problems with finite element software and evaluate the results using analytical solutions and plausibility calculations.6 ECTSno date this semesterBGU32021T2Geometric Methods for Physics of Magnetized PlasmasNo ratings for this module yet.Computational PhysicsYou will learn to apply geometric methods (Hamiltonian and Lagrangian formalism) for the systematic reduction of complex multi-scale dynamical systems based on magnetized plasmas. You understand perturbative Lie-Transform methods, the derivation of field and kinetic equations from variational principles as well as the associated conservation laws; in addition you will see how continuous variational descriptions can be transferred to discrete formulations and implemented numerically, e.g. in Particle-In-Cell Monte-Carlo simulations.5 ECTSno date this semesterMA5333Informatikanwendungen 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 semesterIN2022Isogeometrische Analyse und Entwurf von StrukturenNo ratings for this module yet.Computational Structural MechanicsYou will learn the basics of isogeometric analysis (IGA) and its application to the numerical simulation of free-form structures. The module covers geometrical form description, NURBS-based FEM for linear elastostatics, as well as the theory and nonlinear formulation of free-form shells including multipatch modelling and form optimization. In the end, you will be able to apply IGA concepts and evaluate the interaction between geometry and structural analysis in the design process.3 ECTSno date this semesterBV320007Lattice Boltzmann methodsNo ratings for this module yet.Computational Fluid MechanicsYou will learn the Lattice-Boltzmann Method (LBM) as an alternative to classical CFD methods: how the method is derived from kinetic models, how streaming and collision steps work, and which advantages LBM offers for complex geometries, microscopic interactions, and parallelization. In the end you will be able to theoretically classify, implement, and apply the method to selected model problems from science and engineering.9 ECTSno date this semesterCIT4130009MehrkörpersimulationNo ratings for this module yet.Computational Structural MechanicsYou learn to describe and numerically simulate mechanical multibody systems consisting of rigid and flexible bodies. In the end you will derive motion differential equations for planar and spatial systems, embed flexible FEM bodies into multibody systems, and apply numerical time integration methods for linear and nonlinear systems with constraints.3 ECTSno date this semesterMW0866Methoden der molekularen Simulation, KlausurNo ratings for this module yet.Computational ChemistryYou will learn fundamental methods of molecular simulation and apply them practically. In the end you will be able to qualitatively describe various algorithms (e.g., geometry optimization, molecular dynamics, Monte Carlo, free energy methods, kinetic Monte Carlo), assess their application areas, and carry out simple simulations yourself.5 ECTSno date this semesterCH3334Molekulardynamik-SimulationenNo ratings for this module yet.Computational PhysicsYou will learn how molecular simulations are constructed, performed, and analyzed. After the module you will be able to plan, carry out independently, and evaluate thermodynamic as well as kinetic quantities from simulations using methods such as molecular dynamics, Monte Carlo, and Brownian dynamics.5 ECTSno date this semesterPH2019Multidisciplinary Design OptimizationNo ratings for this module yet.Computational Structural MechanicsYou will learn how engineering design problems are formulated and solved as mathematical optimization problems. The module provides fundamentals and practice of multidisciplinary design optimization, including model creation, selection of suitable algorithms, and their application to efficiently search for admissible, physically meaningful designs.5 ECTSno date this semesterMW0085Multiscale ModelingNo ratings for this module yet.Computational Structural MechanicsIn this module you will gain a systematic overview of models and methods of multiscale modeling from the continuum level down to the quantum- or atomistic level. You will learn fundamental principles, numerical techniques and multi-physical approaches, and you will be able to apply suitable simulation techniques for multiscale partial and ordinary differential equations as well as coarse-grained molecular dynamics models.5 ECTSno date this semesterMW2359Nano-Optoelectronic Joint Simulation/Experimental LabNo ratings for this module yet.Computational ElectronicsYou participate in a two-week laboratory internship that combines experimental work on thin molecular films with accompanying numerical simulations. In the end you will be able to prepare samples and characterize them structurally as well as electronically/optically, and to compare and interpret the measurement data with DFTB+-based simulations and optical transfer matrix calculations.6 ECTSno date this semesterEI7482Numerische Methoden in der Fluidmechanik (CFD)No ratings for this module yet.Computational Fluid MechanicsYou learn numerical methods for solving flow problems (in particular incompressible Navier–Stokes and convection–diffusion equations). By the end of the module you can implement numerical methods (finite differences, finite volumes, weighted residuals), time integration schemes and solvers, assess their error and stability, and interpret simulation results professionally.6 ECTSno date this semesterBGU41028Particle in Cell Methods for the Vlasov-Maxwell EquationsNo ratings for this module yet.Computational PhysicsIn this module you will learn numerical Particle-in-Cell methods for the Vlasov–Maxwell equations. You will understand both deterministic and stochastic particle methods, structure-preserving discretizations with the discrete de-Rham complex, and you will be able to formulate and implement in Python geometric algorithms for Vlasov–Maxwell problems.5 ECTSno date this semesterCIT413049Praktikum Design and Simulation of NanodevicesNo ratings for this module yet.Computational ElectronicsYou will learn numerical modeling approaches for the simulation of nano-structured semiconductor devices (e.g., drift-diffusion, Monte Carlo). You will independently perform simulations, evaluate the results, and interpret the influence of design parameters on device performance. In the end you will be able to practically apply simulation tools, visualize results, and report scientifically.5 ECTSno date this semesterEI7274Praktikum Numerische BiomechanikNo ratings for this module yet.Computational Fluid MechanicsYou learn how biological systems can be modeled and simulated realistically with the Finite Element Method (FEM). In the end you can reconstruct patient-specific geometries from medical image data, generate meshes, perform FE simulations, and evaluate the results for the assessment of, e.g., rupture risks.4 ECTSno date this semesterMW2247Quantendynamik und Spektroskopie, KlausurNo ratings for this module yet.Computational ChemistryYou will learn methods of time-dependent quantum mechanics and their application in spectroscopy. The module conveys concepts such as density matrix formalism, response theory and light–matter interaction as well as dynamic spectroscopy. In the end you can qualitatively describe the methods, assess their applications and perform simple simulations.5 ECTSno date this semesterCH3335RandelementmethodeNo ratings for this module yet.Computational Structural MechanicsIn this module you learn the theoretical foundations and application fields of the finite element method. In the end you will be able to classify differential equations by structure, assess approximation methods, and apply the finite element method to various problems such as fluid mechanics, acoustics and layered media.3 ECTSno date this semesterBV020007Rechnergestützte AstrophysikNo ratings for this module yet.Computational PhysicsYou will learn how astrophysical questions can be realistically modeled with numerical methods. In the end you will know central algorithms for handling gravity, hydrodynamics, magnetohydrodynamics, relativistic flows, nuclear reactions and radiation transport and you will be able to build and apply simple numerical codes for such processes.5 ECTSno date this semesterPH2077Rechnergestützte Physik 2No ratings for this module yet.Computational PhysicsYou will learn advanced numerical methods for classical and quantum mechanical problems. Topics range from random numbers, Fourier transforms and Monte Carlo techniques to nonlinear systems, chaos theory and fractals up to finite elements, wavelets, neural networks and fundamentals of lattice gauge theory. By the end you will be able to formulate such models numerically, implement them and assess them.5 ECTSno date this semesterPH2090Scientific Computing in Circuit SimulationNo ratings for this module yet.Computational ElectronicsYou learn mathematical modeling and numerical methods for the simulation of electronic circuits. The module covers DAEs, sparse handling of matrices and algorithms for parallel computing, so that you understand and can apply basic modeling and solution strategies for industrial circuit simulations at the end.5 ECTSno date this semesterIN2306Turbulent Flow Simulation on HPC-SystemsNo ratings for this module yet.Computational Fluid MechanicsYou will learn the fundamentals and numerical treatment of turbulent, incompressible flows, from RANS equations through turbulence modeling to validation. You will also implement the algorithms in C++, parallelize them for distributed HPC systems, and run simulations including visualization.5 ECTSno date this semesterIN2311Weiterführende Themen der Finite Elemente MethodeNo ratings for this module yet.Computational Structural MechanicsYou study advanced formulations of the finite element method for bending-stiff structures, shear-flexible plates, and related phenomena such as locking. In the end you will be able to analyze specific element types, assess their numerical weaknesses, and deliberately develop and program complex elements.3 ECTSno date this semesterBV010010
6 more modules match, but they are taught in German. Show themFinite ElementeNo ratings for this module yet.Computational Structural MechanicsDu lernst, wie Strukturen des Ingenieurwesens mit der Finite-Elemente-Methode (FEM) modelliert, diskretisiert und numerisch gelöst werden. Am Ende kannst du passende Modell- und Elementtypen auswählen, FEM-Lösungen durchführen und deren Ergebnisse kritisch einschätzen.5 ECTSno date this semesterMW0612Finite Elemente in der FluidmechanikNo ratings for this module yet.Computational Fluid MechanicsIn diesem Modul lernst Du, Finite-Elemente-Methoden für stationäre und zeitabhängige Konvektions‑Diffusions‑Probleme sowie für inkompressible Strömungen zu entwickeln und anzuwenden. Am Ende kannst Du die grundlegenden numerischen Herausforderungen solcher fluidmechanischen Probleme erkennen und geeignete FE‑Strategien zur Lösung einsetzen.3 ECTSno date this semesterMW2452Finite Elemente PraktikumNo ratings for this module yet.Computational Structural MechanicsDu lernst, wie die Finite-Elemente-Theorie praktisch angewendet wird, insbesondere mithilfe der kommerziellen Software Ansys. Am Ende kannst du FE-Modelle aufbauen (Geometrie, Vernetzung, Randbedingungen), lösen und grundlegende Fehlerquellen sowie Kopplungs- und Nichtlinearitätsaspekte in Simulationen beurteilen.4 ECTSno date this semesterMW0286Flächentragwerke - Prüfung 1No ratings for this module yet.Computational Structural Mechanicsno date this semesterBGU32021P1Flächentragwerke - Prüfung 2No ratings for this module yet.Computational Structural Mechanicsno date this semesterBGU32021P2Simulation turbulenter Strömungen auf HPC-Systemen (IN2311, MW2048)No ratings for this module yet.Computational Fluid MechanicsYou learn how to numerically model and simulate turbulent, incompressible flows on high-performance computers (HPC). This includes fundamentals of the RANS equations, turbulence modeling, numerical discretization and solution methods, as well as parallelization and visualization of simulation data. In the end you can analyze corresponding algorithms, implement them in C++ and run on distributed systems, and present results to a technical audience.5 ECTSno date this semesterMW2048