
IS053B Projection-Based and Data-Driven Reduced Order Modeling: Bridging Accuracy and Efficiency II
Main Organizer: Dr. Maria Strazzullo ( Politecnico di Torino , Italy )
Chaired by:
Dr. Maria Strazzullo (Politecnico di Torino , Italy) , Dr. Federico Pichi (SISSA , Italy)
Dr. 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
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Boosting POD and reduced basis projection using data augmentation: producing artificial plausible snapshots.
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Reducing the computational cost of ocean modeling with data-driven ROM
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Non-intrusive reduced-order modeling for dynamical systems with spatially localized features
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Adaptive Localized Training and Enrichment based on a Residual Localization Strategy
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Optimal budget management for multi-fidelity approaches combining numerical solvers and deep learning surrogates