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Numerical Analysis

558-3 Numerical Analysis Materials and Chemistry S7
Lessons : 14 h TD : 0 h TP : 0 h Project : 0 h Total : 14 h
Co-ordinator : Raymond Fresard
Prerequisite
Notions of statistical Physics
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.
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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