08 June 2022    11:00 - 13:00   Add
Data-driven and projection-based reduced order models for computational sciences and engineering I
Minisymposium organized by Gianluigi Rozza and Giovanni Stabile
Room: A1 – 2
Chair: Gianluigi Rozza
CoChair: Giovanni Stabile
ANN-reconstruction of nonlinear operator in projection-based ROM for elastic structures
Christophe Hoareau, Lan Shang and Andreas Zilian

Nonlinear manifold ROM with Convolutional Autoencoders and Reduced Over-Collocation method
Francesco Romor, Giovanni Stabile and Gianluigi Rozza

Projection-based reduced order models for nonlinear thermal simulations of automotive battery packs
Bartosz Górecki, Michał Kurzynka and Robert Tykocki-Crow

A Reduced-Order Model based in nonlinear multidimensionality reduction: a kernel Proper Orthogonal Decomposition.
Pedro Díez, Alba Muixí, Alberto García-González and Sergio Zlotnik

A novel non-linear ROM strategy for steady-state elastohydrodynamic line contact problems and its applicability to lubricated contact in multibody
Leoluca Scurria, Tommaso Tamarozzi, Pavel Jiranek and Dieter Faucconier

A symplectic model order reduction method for large-scale seismic wave propagation
Muhammad Hamza Khalid, Rhys Hawkins, Matthias Schlottbom and Kathrin Smetana