Deriving optimal data-driven numerical schemes for implicit turbulence modelling in Julia

24 febbraio 2026 14:00
Luogo: 
Room A103 Engineering Campus, University of Bergamo - Viale Marconi 5, Dalmine
Relatore/i: 
Dr. Bernat Font, Delft University of Technology
Seminari di dipartimento
Persona di riferimento: 
Alessandro Colombo, alessandro.colombo@unibg.it
Francesco Carlo Massa, francescocarlo.massa@unibg.it
Strutture interne organizzatrici: 
Dipartimento di Ingegneria e Scienze Applicate

The seminar will present a framework for blending parametrized numerical schemes with Julia's optimization packages to find optimal implicit LES models.

In addition to the methodological aspects, the seminar will include:

  • a brief introduction to Julia, the programming language used to implement the framework;
  • an overview of the optimization method adopted to find optimal numerical schemes;
  • a live, interactive demonstration of a solver for the 1D viscous Burgers’ equation.

 

Speaker
Dr. Bernat Font

Delft University of Technology

 

Hybrid format: in-person and online
Online event: http://meet.google.com/woe-ozeq-xko

The session is designed to be interactive. Participants who wish to follow the hands-on component using their own device are encouraged to install Julia (via Juliaup: https://github.com/JuliaLang/juliaup) and Pluto.jl (installation guide: https://plutojl.org/#install) in advance.
 

Info:
Alessandro Colombo, alessandro.colombo@unibg.it
Francesco Carlo Massa, francescocarlo.massa@unibg.it