Mathematical methods for applied sciences (seminar course) (2014/2015)

Course code
4S001441
Name of lecturer
Giandomenico Orlandi
Coordinator
Giandomenico Orlandi
Number of ECTS credits allocated
6
Academic sector
MAT/05 - MATHEMATICAL ANALYSIS
Language of instruction
English
Period
II sem., I sem.

Lesson timetable

I sem.
Day Time Type Place Note
Monday 3:30 PM - 5:30 PM lesson Lecture Hall M  
Tuesday 1:30 PM - 3:30 PM lesson Lecture Hall M  
Tuesday 3:30 PM - 5:30 PM lesson Lecture Hall M  

Learning outcomes

Study of mathematicsl models and methods with applications to econophysics, biomedicine, statistics, data science and image processing.

Syllabus

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 econophysics.

Assessment methods and criteria

In-depth study of some of the course topics, with the implementation of a numerical project and a final expository talk