558-3 | Numerical Analysis | Materials and Chemistry | S7 | ||||||
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Lessons : 14 h | TD : 0 h | TP : 0 h | Project : 0 h | Total : 14 h | |||||
Co-ordinator : Raymond Fresard |
Prerequisite | |
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Notions of statistical Physics |
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Course Objectives | |
This lecture gives an overview of modern techniques of numerical analysis applied to complex problems. | |
Syllabus | |
Awareness to numerics. Numerical instabilities and chaos. Convergence of slow series. Minimization of functions and resolution of systems of nonlinear equations. Numerical integration. Neural networks. |
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Practical work (TD or TP) | |
Non renseigné | |
Acquired skills | |
Basic knowledge in numerical analysis, with a deepening on numerical integration. | |
Bibliography | |
C. Guilpin, Manuel de calcul appliqué, EDP Sciences (1999) W. H. Press, S. A. Teukolsky, W. T. Vetterling et B. P. Flannery, Numerical Recipes, 3rd Edition, Cambridge University Press, (2007). |
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