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Gianluigi Rozza

Identifiers

  • name variant Gianluigi Rozza 0.60 · backfill

Papers (44)

  1. A Quadratic Order Reduction -- Gaussian Process Ordinary Differential Equation framework for the inference of Large Continuous Dynamical Systems math.NA · 2026 · author #3
  2. Constraint-driven Optimization and Parametrization of Industrial NURBS Geometries via Neural Deformation Field math.NA · 2026 · author #6
  3. End-to-end optimization of subgrid scale models for discontinuous spectral element schemes based on the discrete adjoint method physics.flu-dyn · 2026 · author #4
  4. Stochastic bifurcation analysis via polynomial chaos: consistency and convergence of branch-approximating solutions math.NA · 2026 · author #4
  5. Evaluating passing decision-making in professional football: An enhanced MPNN approach to Receiver Selection cs.LG · 2026 · author #4
  6. Enhancing the accuracy of under-resolved numerical simulations of atmospheric flows with super resolution physics.flu-dyn · 2026 · author #4
  7. Integrating Artificial Intelligence, Physics, and Internet of Things: A Framework for Cultural Heritage Conservation cs.LG · 2026 · author #5
  8. A Structured Review of Reduced Order Modeling for Domain Decomposition Problems: State of the Art and Perspectives math.NA · 2026 · author #3
  9. Surrogate normal-forms for the numerical bifurcation and stability analysis of navier-stokes flows via machine learning physics.flu-dyn · 2025 · author #3
  10. Machine Learning-based quadratic closures for non-intrusive Reduced Order Models math.NA · 2025 · author #4
  11. Efficient Reduction in Shape Parameter Space Dimension for Ship Propeller Blade Design cs.CE · 2019 · author #7
  12. A complete data-driven framework for the efficient solution of parametric shape design and optimisation in naval engineering problems math.NA · 2019 · author #4
  13. Shape optimization through proper orthogonal decomposition with interpolation and dynamic mode decomposition enhanced by active subspaces math.NA · 2019 · author #3
  14. A Spectral Element Reduced Basis Method for Navier-Stokes Equations with Geometric Variations math.NA · 2018 · author #3
  15. Advances in Reduced Order Methods for Parametric Industrial Problems in Computational Fluid Dynamics math.NA · 2018 · author #1
  16. An integrated data-driven computational pipeline with model order reduction for industrial and applied mathematics math.NA · 2018 · author #4
  17. POD-Galerkin reduced order methods for combined Navier-Stokes transport equations based on a hybrid FV-FE solver math.NA · 2018 · author #3
  18. A reduced order variational multiscale approach for turbulent flows math.NA · 2018 · author #4
  19. Parametric POD-Galerkin Model Order Reduction for Unsteady-State Heat Transfer Problems physics.comp-ph · 2018 · author #3
  20. The Effort of Increasing Reynolds Number in Projection-Based Reduced Order Methods: from Laminar to Turbulent Flows math.NA · 2018 · author #5
  21. A Localized Reduced-Order Modeling Approach for PDEs with Bifurcating Solutions math.NA · 2018 · author #4
  22. A Reduced Basis approach for PDEs on parametrized geometries based on the Shifted Boundary Finite Element Method and application to a Stokes Flow math.NA · 2018 · author #5
  23. Weighted reduced order methods for parametrized partial differential equations with random inputs math.NA · 2018 · author #4
  24. Reduced basis approaches for parametrized bifurcation problems held by non-linear Von K\'arm\'an equations math.NA · 2018 · author #2
  25. Model Order Reduction by means of Active Subspaces and Dynamic Mode Decomposition for Parametric Hull Shape Design Hydrodynamics math.NA · 2018 · author #5
  26. Shape Optimization by means of Proper Orthogonal Decomposition and Dynamic Mode Decomposition math.NA · 2018 · author #5
  27. Computational methods in cardiovascular mechanics physics.comp-ph · 2018 · author #6
  28. A Weighted POD Method for Elliptic PDEs with Random Inputs math.NA · 2018 · author #3
  29. Reduced basis approximation and a posteriori error estimation: applications to elasticity problems in several parametric settings math.NA · 2018 · author #3
  30. An efficient shape parametrisation by free-form deformation enhanced by active subspace for hull hydrodynamic ship design problems in open source environment math.NA · 2018 · author #4
  31. On the Application of Reduced Basis Methods to Bifurcation Problems in Incompressible Fluid Dynamics math.NA · 2018 · author #2
  32. A Spectral Element Reduced Basis Method in Parametric CFD math.NA · 2017 · author #2
  33. Stabilized weighted reduced basis methods for parametrized advection dominated problems with random inputs math.NA · 2017 · author #3
  34. Combined parameter and model reduction of cardiovascular problems by means of active subspaces and POD-Galerkin methods math.NA · 2017 · author #3
  35. Reduced-order semi-implicit schemes for fluid-structure interaction problems math.NA · 2017 · author #2
  36. Finite volume POD-Galerkin stabilised reduced order methods for the parametrised incompressible Navier-Stokes equations math.NA · 2017 · author #2
  37. A POD-selective inverse distance weighting method for fast parametrized shape morphing math.NA · 2017 · author #4
  38. Certified Reduced Basis Method for Affinely Parametric Isogeometric Analysis NURBS Approximation math.NA · 2017 · author #2
  39. Model Reduction For Parametrized Optimal Control Problems in Environmental Marine Sciences and Engineering math.NA · 2017 · author #4
  40. Dimension reduction in heterogeneous parametric spaces with application to naval engineering shape design problems math.NA · 2017 · author #4
  41. On a certified Smagorinsky reduced basis turbulence model math.NA · 2017 · author #5
  42. Computational reduction strategies for the detection of steady bifurcations in incompressible fluid-dynamics: applications to Coanda effect in cardiology math.NA · 2017 · author #3
  43. Pod-Galerkin Reduced Order Methods for CFD Using Finite Volume Discretisation: Vortex Shedding Around a Circular Cylinder math.NA · 2017 · author #5
  44. Reduced formulation of a steady fluid-structure interaction problem with parametric coupling math.NA · 2010 · author #2

Mentions

  • 2606.13063 #3 · arxiv_oai · confidence 0.70 Gianluigi Rozza
  • 2601.09623 #3 · arxiv_oai · confidence 0.70 Gianluigi Rozza
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  • 1905.05483 #3 · arxiv_oai · confidence 0.70 Gianluigi Rozza
  • 1812.11051 #3 · arxiv_oai · confidence 0.70 Gianluigi Rozza
  • 1811.08319 #1 · arxiv_oai · confidence 0.70 Gianluigi Rozza
  • 1810.12364 #4 · arxiv_oai · confidence 0.70 Gianluigi Rozza
  • 1810.07999 #3 · arxiv_oai · confidence 0.70 Gianluigi Rozza
  • 1809.11101 #4 · arxiv_oai · confidence 0.70 Gianluigi Rozza
  • 1807.11370 #5 · arxiv_oai · confidence 0.70 Gianluigi Rozza
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  • 1803.04535 #6 · arxiv_oai · confidence 0.70 Gianluigi Rozza
  • 1802.08724 #3 · arxiv_oai · confidence 0.70 Gianluigi Rozza
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  • 1801.06369 #4 · arxiv_oai · confidence 0.70 Gianluigi Rozza
  • 1801.00923 #2 · arxiv_oai · confidence 0.70 Gianluigi Rozza
  • 1712.06432 #2 · arxiv_oai · confidence 0.70 Gianluigi Rozza
  • 1711.11275 #3 · arxiv_oai · confidence 0.70 Gianluigi Rozza
  • 1711.10884 #3 · arxiv_oai · confidence 0.70 Gianluigi Rozza
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  • 1709.00243 #5 · arxiv_oai · confidence 0.70 Gianluigi Rozza
  • 1708.09718 #3 · arxiv_oai · confidence 0.70 Gianluigi Rozza
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  • 2506.21275 #3 · arxiv_oai · confidence 0.70 Gianluigi Rozza
  • 1005.3384 #2 · arxiv_oai · confidence 0.70 Gianluigi Rozza
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  • 2605.25696 #4 · arxiv_oai · confidence 0.70 Gianluigi Rozza
  • 1005.3384 #2 · backfill · confidence 0.70 Gianluigi Rozza

Frequent Coauthors