Study of mathematical models and methods (from both the theoretical and the numerical point of view) with applications to econophysics, biomedicine, statistics, data science and image processing. At the end of the course it is expected that the student has the ability to construct, develop and implement mathematical models for the applied sciences and to analyze their limits and applicability.
Variational methods for image processing: theory and applications.
Optimization methods in data analysis and machine learning, applications to statistics and biomedicine.
Mathematical models and methods for biology and econophysics.
|J. Murray||Mathematical Biology||Springer||2002||0-387-95223-3|
In-depth study of some of the course topics, with the implementation of a numerical project (in MATLAB) and a final expository talk
Strada le Grazie 15
VAT number 01541040232
Italian Fiscal Code 93009870234
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