
IS053B Projection-Based and Data-Driven Reduced Order Modeling: Bridging Accuracy and Efficiency II
Main Organizer: Phd. Maria Strazzullo (Politecnico di Torino)
Chaired by:
Phd. Maria Strazzullo (Politecnico di Torino , Italy) , Dr. Federico Pichi (SISSA , Italy)
Phd. Maria Strazzullo (Politecnico di Torino , Italy) , Dr. Federico Pichi (SISSA , Italy)
Scheduled presentations:
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POD-ROM methods: from a finite set of snapshots to continuous-in-time approximations
B. García-Archilla, V. John, J. Novo -
Boosting POD and reduced basis projection using data augmentation: producing artificial plausible snapshots.
P. Díez -
Reducing the computational cost of ocean modeling with data-driven ROM
L. Besabe, M. Girfoglio, A. Quaini*, G. Rozza -
Non-intrusive reduced-order modeling for dynamical systems with spatially localized features
L. Gkimisis, N. Aretz, M. Tezzele, T. Richter, P. Benner, K. Willcox -
Adaptive Localized Training and Enrichment based on a Residual Localization Strategy
T. Keil, M. Ohlberger, F. Schindler, J. Schleuß -
Optimal budget management for multi-fidelity approaches combining numerical solvers and deep learning surrogates
P. Vitullo, N. Franco, P. Zunino