ARIA Final Workshop 25-27 November 2024

DAY 1 – 25 November 2024

Traian Iliescu (VT)Talk: Regularized Reduced Order Models (Reg-ROMs) for Turbulent Flows
Slides
Shahrokh Shahpar (Rolls Royce)Talk: Use of AI to enable Instant-CFD
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Denis Sipp (Onera)Talk: Hybrid Autoencoder/Galerkin-based approach for non-linear parametric reduced order modelling
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Thibault Dairay (Michelin)Talk: Coupling physics-based and data-driven models for the simulation of fluid/structure interaction: an application to tire hydroplaning modelling
Slides
Fabien Casenave (Safran Tech)Talk: MMGP: a Mesh Morphing Gaussian Process-based machine learning method for regression of physical problems under non-parameterized geometrical variability
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Niccolò Tonicello (SISSA) Talk: Reduced-order models for compressible flows: space-dependent aggregation models
Slides

Day 2 – 26 November 2024

Taraneh Sayadi (CNAM)Talk: Data-driven modeling of unsteady nonlinear systems
Slides
Nicola Parolini (Politecnico di Milano)Talk: Towards a data-driven digital twin for satellites
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Federico Pichi (SISSA)Talk: Graph-based machine learning approaches for model order reduction
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Michele Giuliano Carlino (ONERA)Talk: Model Order Reduction using a collocation scheme on Chimera Meshes: Addressing the Kolmogorov N-Width Barrier
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Michele Alessandro Bucci (Safran)Talk: Scalable GNN Solutions for CFD Simulations
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Emeline Noel (Ifpen)Talk: About the power production of the wind farm, depending on the wind characteristics of the local site
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Markus Mrosek (Volkswagen)Talk: Reduced Order Modeling in Car Aerodynamics: ARIA Achievements and Open Challenges
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Tommaso Taddei (Inria)Talk: Model reduction of conservation laws: nonlinear approximations and optimal projection
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Day 3 – 27 November 2024

Florian Bernard (Nurea)Talk: Automated images segmentation of aortic aneurysms with geometrical characterization using ROMs for synthetic data generation
Slides
Federico Roman (University of Trieste)Talk: Wind turbine noise analysis
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Anna Sanfilippo (UCSC)Talk: Approximate Deconvolution Leray Reduced Order Model for Convection-Dominated Flows
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Simona Perotto (Politecnico di Milano)
Erika Temellini (Politecnico di Milano)
Talk: Hierarchical Model reduction: core concepts and current trends
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Maria Strazzullo (Polito)Talk: Enhancing spatial filters: VMS-filters and parameter optimization
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Alberto Clarich (ESTECO)Talk: ROM-based Optimization for Industrial Applications
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