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ARIA Final Workshop 25-27 November 2024
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ARIA Final Workshop 25-27 November 2024
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
Slides
Denis Sipp (Onera)
Talk:
Hybrid Autoencoder/Galerkin-based approach for non-linear parametric reduced order modelling
Slides
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
Slides
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
Slides
Federico Pichi (SISSA)
Talk:
Graph-based machine learning approaches for model order reduction
Slides
Michele Giuliano Carlino
(ONERA)
Talk:
Model Order Reduction using a collocation scheme on Chimera Meshes: Addressing the Kolmogorov N-Width Barrier
Slides
Michele Alessandro Bucci (Safran)
Talk:
Scalable GNN Solutions for CFD Simulations
Slides
Emeline Noel (Ifpen)
Talk:
About the power production of the wind farm, depending on the wind characteristics of the local site
Slides
Markus Mrosek (Volkswagen)
Talk: Reduced Order Modeling in Car Aerodynamics: ARIA Achievements and Open Challenges
Slides
Tommaso Taddei (Inria)
Talk:
Model reduction of conservation laws: nonlinear approximations and optimal projection
Slides
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
Slides
Anna Sanfilippo (UCSC)
Talk:
Approximate Deconvolution Leray Reduced Order Model for Convection-Dominated Flows
Slides
Simona Perotto (Politecnico di Milano)
Erika Temellini (Politecnico di Milano)
Talk:
Hierarchical Model reduction: core concepts and current trends
Slides
Maria Strazzullo (Polito)
Talk:
Enhancing spatial filters: VMS-filters and parameter optimization
Slides
Alberto Clarich (ESTECO)
Talk:
ROM-based Optimization for Industrial Applications
Slides
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