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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 MS69A Chair: Gianluigi Rozza CoChair: Giovanni Stabile |
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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 |
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