Gianluigi Rozza
发表
MicroROM: An Efficient and Accurate Reduced Order Method to Solve Many-Query Problems in Micro-Motility
pdf
Nicola Giuliani,
Martin W. Hess,
Antonio DeSimone,
2020,
ESAIM: Mathematical Modelling and Numerical Analysis.
Gianluigi Rozza,
Giovanni Stabile,
Mahmoud Gadalla,
2020,
ArXiv.
Gianluigi Rozza,
Michele Girfoglio,
Francesco Ballarin,
2020,
Medical engineering & physics.
A Reduced Order Model for a Stable Embedded Boundary Parametrized Cahn–Hilliard Phase-Field System Based on Cut Finite Elements
pdf
Gianluigi Rozza,
Efthymios N. Karatzas,
G. Rozza,
2020,
Journal of Scientific Computing.
Annalisa Quaini,
Gianluigi Rozza,
Michele Girfoglio,
2020,
J. Comput. Phys..
A non-intrusive approach for proper orthogonal decomposition modal coefficients reconstruction through active subspaces
pdf
Gianluigi Rozza,
Marco Tezzele,
Nicola Demo,
2019,
ArXiv.
Reduced order methods for parametrized non-linear and time dependent optimal flow control problems, towards applications in biomedical and environmental sciences
pdf
Gianluigi Rozza,
Francesco Ballarin,
Maria Strazzullo,
2019,
ENUMATH.
Gilles Fourestey,
Alfio Quarteroni,
Gianluigi Rozza,
2006
.
A Reduced Order technique to study bifurcating phenomena: application to the Gross-Pitaevskii equation
pdf
Annalisa Quaini,
Gianluigi Rozza,
Federico Pichi,
2019,
ArXiv.
Driving bifurcating parametrized nonlinear PDEs by optimal control strategies: application to Navier-Stokes equations with model order reduction
pdf
Gianluigi Rozza,
Francesco Ballarin,
Maria Strazzullo,
2020,
ArXiv.
Gianluigi Rozza,
Piero Triverio,
Francesco Ballarin,
2019,
International journal for numerical methods in biomedical engineering.
Kernel‐based active subspaces with application to computational fluid dynamics parametric problems using the discontinuous Galerkin method
pdf
Gianluigi Rozza,
Marco Tezzele,
Francesco Romor,
2020,
International journal for numerical methods in engineering.
Gianluigi Rozza,
Marco Tezzele,
Nicola Demo,
2019
.
Gianluigi Rozza,
Giovanni Stabile,
Andrea Mola,
2019,
J. Comput. Phys..
Annalisa Quaini,
Martin W. Hess,
Gianluigi Rozza,
2020,
ArXiv.
Overcoming slowly decaying Kolmogorov n-width by transport maps: application to model order reduction of fluid dynamics and fluid-structure interaction problems
pdf
Gianluigi Rozza,
Yvon Maday,
Francesco Ballarin,
2019,
ArXiv.
Gaussian process approach within a data-driven POD framework for fluid dynamics engineering problems
pdf
Gianluigi Rozza,
Nicola Demo,
Giulio Ortali,
2020,
ArXiv.
Joris Degroote,
Gianluigi Rozza,
Giovanni Stabile,
2019
.
Michael Hintermüller,
Gianluigi Rozza,
Jean-David Benamou,
2018
.
Gianluigi Rozza,
Giovanni Stabile,
Marco Tezzele,
2020,
Adv. Model. Simul. Eng. Sci..
Gianluigi Rozza,
Francesco Ballarin,
Shafqat Ali,
2020,
Comput. Math. Appl..
Gianluigi Rozza,
Stefanie Elgeti,
Francesco Ballarin,
2019
.
A Reduced Order Cut Finite Element method for geometrically parameterized steady and unsteady Navier-Stokes problems
pdf
Gianluigi Rozza,
Francesco Ballarin,
Efthymios N. Karatzas,
2020,
ArXiv.
Gianluigi Rozza,
Francesco Ballarin,
Maria Strazzullo,
2020,
J. Sci. Comput..
Hull shape design optimization with parameter space and model reductions and self-learning mesh morphing
pdf
Gianluigi Rozza,
Marco Tezzele,
Andrea Mola,
2021,
ArXiv.
Simona Perotto,
Gianluigi Rozza,
Francesco Ballarin,
2019,
ArXiv.
Simona Perotto,
Gianluigi Rozza,
Alexandre Ern,
2019,
J. Sci. Comput..
Simona Perotto,
Gianluigi Rozza,
2020
.
Gianluigi Rozza,
Martin Hess,
Nirav Vasant Shah,
2019,
ArXiv.
Gianluigi Rozza,
Giovanni Stabile,
Efthymios N. Karatzas,
2019,
Computer Methods in Applied Mechanics and Engineering.
Gianluigi Rozza,
Giovanni Stabile,
Matteo Zancanaro,
2019,
International Journal for Numerical Methods in Engineering.
Basic Ideas and Tools for Projection-Based Model Reduction of Parametric Partial Differential Equations
pdf
Martin W. Hess,
Gianluigi Rozza,
Giovanni Stabile,
2019,
Snapshot-Based Methods and Algorithms.
POD-Galerkin model order reduction for parametrized nonlinear time-dependent optimal flow control: an application to shallow water equations
pdf
Gianluigi Rozza,
Francesco Ballarin,
Maria Strazzullo,
2020,
J. Num. Math..
Extension and comparison of techniques to enforce boundary conditions in Finite Volume POD-Galerkin reduced order models for fluid dynamic problems
pdf
Joris Degroote,
Gianluigi Rozza,
Giovanni Stabile,
2019,
ArXiv.
Gianluigi Rozza,
Marco Enrico Ricotti,
Antonio Cammi,
2015
.
An efficient computational framework for naval shape design and optimization problems by means of data-driven reduced order modeling techniques
pdf
Gianluigi Rozza,
Nicola Demo,
Gianpiero Lavini,
2020,
Bollettino dell'Unione Matematica Italiana.
Annalisa Quaini,
Gianluigi Rozza,
Federico Pichi,
2020,
SIAM J. Sci. Comput..
Multi‐fidelity data fusion for the approximation of scalar functions with low intrinsic dimensionality through active subspaces
pdf
Gianluigi Rozza,
Marco Tezzele,
Francesco Romor,
2020,
PAMM.
Claudio Canuto,
Gianluigi Rozza,
Martin Hess,
2021,
Adv. Comput. Math..
Gianluigi Rozza,
Francesco Ballarin,
Maria Strazzullo,
2020,
ArXiv.
Alfio Quarteroni,
Gianluigi Rozza,
Toni Lassila,
2013
.
Gianluigi Rozza,
Marco Tezzele,
Andrea Mola,
2021,
Softw. Impacts.
A supervised learning approach involving active subspaces for an efficient genetic algorithm in high-dimensional optimization problems
pdf
Gianluigi Rozza,
Marco Tezzele,
Nicola Demo,
2020,
ArXiv.