mathLab

Topics/Syllabus

Introduction to CFD, examples.
Constitutive laws
Incompressible flows.
Numerical methods for potential and thermal flows
Boundary layer theory
Thermodynamics effects, energy equation, enthalpy and entropy
Vorticity equations
Introduction to turbulence
Numerical methods for viscous flows: steady Stokes equations
Stabilisation (SUPG) and inf-sup condition

Read more about Topics in computational fluid dynamics

Computational mechanics by reduced order methods

Mathematics Area, PhD in Mathematical Analysis, Modelling and Applications (AMMA)

Master in High Performance Computing (MHPC)

Lectures Prof Gianluigi Rozza, Tutorials coordinated by Dr Michele Girfoglio, Dr Federico Pichi and Dr Ivan Prusak.

Learning outcomes and objectives

Read more about Computational mechanics by reduced order methods

Topics in continuum mechanics

This is a 60-hours introductory course on continuum mechanics and its applications. The aim is to provide first year students with a solid understanding of the fundamental principles of the subject.

Read more about Topics in continuum mechanics

Neural-Network Interpretability for Time Series Classification Task

Read more about Neural-Network Interpretability for Time Series Classification Task

Model Order Reduction for Complex Domain Problems in the Time-Continuous Space-Time Setting

Read more about Model Order Reduction for Complex Domain Problems in the Time-Continuous Space-Time Setting

A generative adversarial approach for reduced order modeling

Read more about A generative adversarial approach for reduced order modeling

A numerical spectral approach to stochastic PDEs resolution, enhanced with Bayesian inference

Read more about A numerical spectral approach to stochastic PDEs resolution, enhanced with Bayesian inference

Applicable Methodologies for the Mass Transfer Phenomenon in Tumble Dryers: A Review

Salavatidezfouli S, Hajisharifi S, Girfoglio M, Stabile G, Rozza G. Applicable Methodologies for the Mass Transfer Phenomenon in Tumble Dryers: A Review. 2023 .

An optimisation-based domain-decomposition reduced order model for the incompressible Navier-Stokes equations

Read more about An optimisation-based domain-decomposition reduced order model for the incompressible Navier-Stokes equations

Mathematics

Models and applications in CFD

Topics in computational fluid dynamics

Topics/Syllabus

Computational mechanics by reduced order methods

Learning outcomes and objectives

Topics in continuum mechanics

Neural-Network Interpretability for Time Series Classification Task

Model Order Reduction for Complex Domain Problems in the Time-Continuous Space-Time Setting

A generative adversarial approach for reduced order modeling

A numerical spectral approach to stochastic PDEs resolution, enhanced with Bayesian inference

Applicable Methodologies for the Mass Transfer Phenomenon in Tumble Dryers: A Review

An optimisation-based domain-decomposition reduced order model for the incompressible Navier-Stokes equations

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