Навчальні плани програми подвійного диплому

Навчальні плани можуть зазнати незначних змін при оновленні.

 

а) Branch IFNUL-UAQ 

Перший рік: Львівський національний університет ім. І. Франка

MODULE NAME Sem. ECTS Credits
Foreign language for professional purposes I+II 6
Methods of functional analysis in applied scientific research I 4,5
Nonlinear problems of mathematical physics I 4,5
Basics of scientific and IT projects management I 4,5
Regularization methods for solving inverse problems II 4,5
Methods of parallel computations II 4,5
A choice between:

 – Cross-platform programming

and

 – Modern computer modelling methods

I 4,5
A choice between:

 – Deep machine learning models

and

 – Algorithms and data structures

I 6
A choice between:

Machine learning with graphs

and

 – Object-oriented software design

I 4,5
A choice between:

 – Integration of program systems

and

 – Computer vision

I 4,5
A choice between:

 – Newton methods in nonlinear problems

and

 – Computer modelling of dynamical systems with distributed parameters

II 3
Discipline of free choice II 3
Course project I+II 6

 

 

 

Другий рік: Університет Л’Аквіли

MODULE NAME Sem. ECTS credits
A choice between:

–          Advanced Analysis

–          Introduction to mathematical control theory

–          Real and Functional Analysis

I 6
Subjects from the Elective list A I 12
Experimental training and training seminars (Research internship) I 9
Italian language for foreigners (level A1) I 3
Subject(s) from the Elective list A II 6
Data analytics and data driven decision II 9
Italian language for foreigners (level A2) II 3
Master’s thesis II 12

 

Elective list A

MODULE NAME Sem. ECTS credits
Artificial intelligence and machine learning for natural hazards risk assessment I 6
Biomathematics I 6
Brownian motion and stochastic integration I 6
Computational methods in epidemiology I 6
Deterministic modelling in population dynamics and epidemics I 6
Introduction to mathematical control theory I 3
Machine learning for automation I 6
Mathematical fluid dynamics I 6
Mathematical modelling and HPC simulation of natural disasters I 6
Mathematical models for collective behaviour I 6
Modelling and control of networked distributed systems I 6
Numerical methods for stochastic modelling I 3
Stochastic numerics laboratory I 3
Systems biology I 6
Time series and predictions I 6
Computational fluid dynamics II 6
Numerical convex optimisation II 6
Parallel computing II 3
Parallel computing laboratory II 3
Seismology II 6
Stochastic financial market models II 6

 

 

b) Branch UAQ-IFNUL

Перший рік: Університет Л’Аквіли

MODULE NAME Sem. ECTS Credits
Applied partial differential equations I 6
Dynamical systems and bifurcation theory I 6
Introduction to mathematical control theory I 3
A choice between the following 2 subjects:

–          Control systems

–          Machine learning for automation

I 6
Subject(s) from the optional list B I 6
Italian language for foreigners (level A1) I 3
Data analytics and data driven decision II 9
Numerical methods for linear algebra and optimisation II 6
Real and functional analysis II 6
Subject(s) from the Elective list B II 6
Italian language for foreigners (level A2) II 3

 

 

Elective list B

MODULE NAME Sem. ECTS credits
Biomathematics I 6
Machine learning for automation I 6
Modelling and control of networked distributed systems I 6
Optimisation in signal processing and wavelets I 6
Process and operations scheduling I 6
Real and functional analysis I 6
Systems biology I 6
Time series and predictions I 6
Big data models and algorithms II 6
Combinatorics and cryptography II 6
ICT security II 6
Kinetic theory and stochastic simulations II 6
Numerical convex optimisation II 6
Numerical methods for linear algebra and optimisation II 6
Parallel computing II 3
Parallel computing laboratory II 3
Seismology II 6
Stochastic processes II 6

 

 

Другий рік: Львівський національний університет ім. І. Франка

MODULE NAME Sem. ECTS credits
Optimization of complex systems I 6
Modern technologies of programming I 4,5
A choice between the following 2 subjects:

 – Open-source software development (4.5 ECTS)

 – Mathematical modelling and simulations (4.5 ECTS)

I 4,5
Scientific seminar I 3
Foreign language for scientific publications I 3
Course project I 3
Pedagogics and Psychology in high school I 3
Methodology of teaching mathematics and informatics I 3
Academic internship II 6
Research internship II 12
Master thesis II 12