High-Performance Computing for Multi-Functional Metamaterials and Metastructures
- Hours 15
- ECTS 3
- Teacher Prof. DUMBSER Michael, Prof. SCARDI Paolo
Objectives
The use of advanced numerical modeling and simulation techniques is nowadays essential to characterized the behavior and response of complex material and structures. However, classical computing architectures are useless when there is the need of obtaining accurate results in a reasonable computational time in case of multi-functional/multi-physics analysis. This course aims at providing the fundamentals of High Performance Computing (HPC) technologies and infrastructures and of programming techniques for HPC architectures. Applicative examples based on parallel SW programs will complement the theoretical parts.
Topics
Introduction to parallel computing
Parallel algorithms and parallel models of computation
Introduction to HPC architectures
Performance evaluation of parallel programs: measuring and understanding speedup and efficiency
Required Skills
Good programming skills.
Course Modality and Verification of Learning
The classes will be given in hybrid (i.e., onsite and online) format. The teaching activity includes theoretical lessons and SW exercises.
The exam consists of a written test with multiple-choice questions on the topics of the course.