Gianluigi Rozza

Scientific Machine Learning Through Physics–Informed Neural Networks: Where we are and What’s Next

Salvatore Cuomo, Vincenzo Schiano Di Cola, Fabio Giampaolo et al. · Journal of Scientific Computing · 2022 · 2.3K citations · Full text

Computing, Computer Science, Physics +16

Reduced Basis Approximation and a Posteriori Error Estimation for Affinely Parametrized Elliptic Coercive Partial Differential Equations

Gianluigi Rozza, D.B.P. Huynh, A.T. Patera · Archives of Computational Methods in Engineering · 2008 · 1.1K citations · Full text

Computing, Computer Science, Mathematics +16

Supremizer stabilization of POD–Galerkin approximation of parametrized steady incompressible Navier–Stokes equations

Francesco Ballarin, Andrea Manzoni, Alfio Quarteroni et al. · International Journal for Numerical Methods in Engineering · 2014 · 310 citations · Full text

Natural Sciences, Computational Engineering, Mechanical Engineering +17

On the stability of the reduced basis method for Stokes equations in parametrized domains

Gianluigi Rozza, Karen Veroy · Computer Methods in Applied Mechanics and Engineering · 2006 · 288 citations · Full text

Natural Sciences, Physics, Computational Fluid Dynamics +11

Certified reduced basis approximation for parametrized partial differential equations and applications

Alfio Quarteroni, Gianluigi Rozza, Andrea Manzoni · Journal of Mathematics in Industry · 2011 · 270 citations · Full text

Computing, Computational Engineering, Computational Heat Transfer +14