Gianluigi Rozza is affiliated with the International School for Advanced Studies in Italy. Their research spans multiple core fields including Engineering and Physics and Astronomy, with a strong focus on Computational Mechanics and Statistical and Nonlinear Physics as primary subfields.
The scientist's work concentrates on advanced topics such as Model Reduction and Neural Networks, Fluid Dynamics and Vibration Analysis, and Probabilistic and Robust Engineering Design. Other key areas include Fluid Dynamics and Turbulent Flows, Advanced Numerical Methods in Computational Mathematics, Computational Fluid Dynamics and Aerodynamics, and Numerical Methods for Differential Equations.
Rozza has authored numerous publications in reputable venues. Frequently published journals and platforms include:
Their recent papers illustrate a focus on machine learning approaches to physics and computational fluid dynamics phenomena. Notable recent works include:
Rozza collaborates regularly with a group of frequent co-authors including Francesco Ballarin, Giovanni Stabile, Michele Girfoglio, Nicola Demo, and Annalisa Quaini.
The scientist has contributed to published books through major academic publishers. These include:
Gianluigi Rozza;D.B.P. Huynh;Anthony T. Patera
Jan S. Hesthaven;Gianluigi Rozza;Benjamin Stamm
Alfio Quarteroni;Gianluigi Rozza
Alfio Quarteroni;Alfio Quarteroni;Gianluigi Rozza;Andrea Manzoni
Gianluigi Rozza;Karen Veroy
D.B.P. Huynh;G. Rozza;S. Sen;A.T. Patera
Francesco Ballarin;Andrea Manzoni;Alfio Maria Quarteroni;Alfio Maria Quarteroni;Gianluigi Rozza
Toni Mikael Lassila;Andrea Manzoni;Alfio Quarteroni;Gianluigi Rozza
Giovanni Stabile;Gianluigi Rozza
Saddam Hijazi;Giovanni Stabile;Andrea Mola;Gianluigi Rozza
Alfio Quarteroni;Alfio Quarteroni;Gianluigi Rozza
Toni Mikael Lassila;Toni Mikael Lassila;Gianluigi Rozza
Andrea Manzoni;Alfio Quarteroni;Alfio Quarteroni;Gianluigi Rozza
Gianluigi Rozza;D. B. Huynh;Andrea Manzoni
Ngoc Cuong Nguyen;Gianluigi Rozza;Anthony T. Patera
Stefano Lorenzi;Antonio Cammi;Lelio Luzzi;Gianluigi Rozza
Alfio Quarteroni;Gianluigi Rozza
Federico Negri;Gianluigi Rozza;Andrea Manzoni;Alfio Quarteroni
Toni Mikael Lassila;Andrea Manzoni;Alfio Quarteroni;Alfio Quarteroni;Gianluigi Rozza
Giovanni Stabile;Saddam Hijazi;Andrea Mola;Stefano Lorenzi
Andrea Manzoni;Alfio Quarteroni;Alfio Quarteroni;Gianluigi Rozza
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