Datum predavanja: utorak, 17.11.2026.
Vrijeme predavanja: 14h u B04

Dawood Asghur Mughal, UNIDU
Title: Model Order Reduction with pyMOR: An Introduction to Reduced Basis Methods

Abstract: Numerical simulations of partial differential equations often lead to large-scale computational models that are expensive to solve, particularly when repeated evaluations are required for different parameter values. Model Order Reduction (MOR) addresses this challenge by constructing low-dimensional approximations that retain the essential behavior of the original models while reducing computational costs.

This seminar provides an introduction to pyMOR, an open-source Python library for model order reduction, with a particular focus on the Reduced Basis Method (RBM) for parametrized partial differential equations. The methodology will be illustrated using a parametrized thermal block problem. Numerical results will demonstrate the accuracy of the reduced-order approximation and the computational advantages of RBM compared with the full-order model.