Title
High Performance Computing Engineering
Degree Level
Laurea Magistrale (equivalent to Master’s Degree)
Degree Class
LM-32 Computer Systems Engineering
Manifesto
First year
|
Semester
|
Course
|
CFU
|
|
1
|
PARALLEL COMPUTING
|
5
|
|
1
|
ADVANCED METHODS FOR SCIENTIFIC COMPUTING
|
5
|
|
1
|
NUMERICAL LINEAR ALGEBRA
|
5
|
|
1
|
NUMERICAL METHODS FOR PARTIAL DIFFERENTIAL EQUATIONS
|
5
|
|
2
|
QUANTUM PHYSICS
|
5
|
|
2
|
COMPUTING INFRASTRUCTURES
|
5
|
|
2
|
SOFTWARE ENGINEERING FOR HPC
|
5
|
|
2
|
ADVANCED COMPUTER ARCHITECTURES
|
5
|
|
2
|
APPLIED STATISTICS
|
5
|
|
1/2
|
5 CFU of elective courses from
ICT group
|
5
|
|
1/2
|
10 CFU of elective courses from
MATH/PHYS group
|
10
|
Second year
|
Semester
|
Course
|
CFU
|
| 1 |
QUANTUM COMPUTING |
5 |
| 1 |
SYSTEMS AND METHODS FOR BIG AND UNSTRUCTURED DATA |
5 |
| 1 |
ARTIFICIAL NEURAL NETWORKS AND DEEP LEARNING |
5 |
|
1/2
|
5 CFU of elective courses from
ICT group
|
5
|
|
1/2
|
20 CFU of elective courses from
MULTIDISCIPLINARY APPLICATIONS group
|
20
|
| 2 |
FINAL PROJECT |
20 |
Elective courses
ICT group
|
Semester
|
Course
|
CFU
|
| 1 |
PERFORMANCE EVALUATION AND APPLICATIONS |
5 |
| 1 |
NETWORKED SOFTWARE FOR DISTRIBUTED SYSTEMS |
5 |
| 1 |
DISTRIBUTED SYSTEMS |
5 |
| 1 |
EMBEDDED SYSTEMS |
5 |
| 1 |
STREAMING DATA ANALYTICS |
5 |
| 1 |
COMPLESSITÀ NEI SISTEMI E NELLE RETI |
5 |
| 1 |
BASI DI DATI 1 |
5 |
| 1 |
SYSTEM IDENTIFICATION AND PREDICTION |
5 |
| 2 |
COMPUTER SECURITY |
5 |
| 2 |
MACHINE LEARNING |
5 |
| 2 |
CODE TRANSFORMATION AND OPTIMIZATION |
5 |
MATH/PHYS group
|
Semester
|
Course
|
CFU
|
| 1 |
FOUNDATIONS OF OPERATIONS RESEARCH |
5 |
| 1 |
QUANTUM CIRCUITS AND DEVICES (from 2023/24) |
5 |
| 1 |
NUMERICAL ANALYSIS FOR MACHINE LEARNING |
10 |
| 1 |
COMPUTATIONAL STATISTICS |
5 |
| 1 |
NONPARAMETRIC STATISTICS |
5 |
| 1 |
BAYESIAN STATISTICS |
10 |
| 2 |
BAYESIAN LEARNING AND MONTECARLO SIMULATION |
5 |
| 2 |
SCIENTIFIC COMPUTING TOOLS FOR ADVANCED MATHEMATICAL MODELLING |
5 |
| 2 |
QUANTUM COMMUNICATIONS |
5 |
| 2 |
QUANTUM OPTICS AND INFORMATION |
5 |
| 2 |
NETWORK COMPUTING |
5 |
MULTIDISCIPLINARY APPLICATIONS group
|
Semester
|
Course
|
CFU
|
| 1 |
COMPUTATIONAL FLUID DYNAMICS FOR ENERGY ENGINEERING |
10 |
| 1 |
HIGH PERFORMANCE SCIENTIFIC COMPUTING IN AEROSPACE |
10 |
| 1 |
HPC APPLICATIONS FOR SUSTAINABLE USE OF SUBSURFACE ENERGY RESOURCES
|
10 |
| 1 |
HIGH PERFORMANCE SIMULATION LAB FOR MECHANICAL ENGINEERING |
10 |
| 1 |
BIOMOLECULAR MODELLING LABORATORY |
5 |
| 2 |
HIGH PERFORMANCE MOLECULAR MODELING |
10 |
| 2 |
MODELS AND MACHINE LEARNING FOR FINANCE |
10 |
| 1/2 |
COMPUTATIONAL BIOMECHANICS LABORATORY |
5 |
