Gianluigi Rozza
Impact in
- Statistical and Nonlinear Physics top 0.02%
- Model Reduction and Neural Networks
- Statistics, Probability and Uncertainty top 0.02%
- Probabilistic and Robust Engineering Design
Papers in
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- Model Reduction and Neural Networks 216
-
- Advanced Numerical Methods in Computational Mathematics 87
- Fluid Dynamics and Vibration Analysis 59
- Fluid Dynamics and Turbulent Flows 36
- Computational Fluid Dynamics and Aerodynamics 32
- Co-authors
- Alfio Maria Quarteroni (40 shared papers)D.B.P. Huynh (6 shared papers)Andrea Manzoni (24 shared papers)Jan S. Hesthaven (9 shared papers)A.T. Patera (1 shared paper)Francesco Piccialli (1 shared paper)Fabio Giampaolo (1 shared paper)Maziar Raissi (1 shared paper)
- Journals
- Computers & Mathematics with Applications (15 papers)Lecture notes in computational science and engineering (15 papers)Journal of Scientific Computing (14 papers)International Journal for Numerical Methods in Engineering (13 papers)Journal of Computational Physics (13 papers)
- Partner nations
- ItalySwitzerlandUnited States
In The Last Decade
Gianluigi Rozza
277 papers receiving 9.6k citations
Gianluigi Rozza's Hit Papers
Peers
Comparison fields: 5 of 138
- Statistical and Nonlinear Physics 6.7k
- Statistics, Probability and Uncertainty 2.6k
- Computational Mechanics 4.7k
- Numerical Analysis 1.2k
- Computational Mathematics 54
Countries citing papers authored by Gianluigi Rozza
This map shows the geographic impact of Gianluigi Rozza's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Gianluigi Rozza with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Gianluigi Rozza more than expected).
Fields of papers citing papers by Gianluigi Rozza
This network shows the impact of papers produced by Gianluigi Rozza. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Gianluigi Rozza. The network helps show where Gianluigi Rozza may publish in the future.
Co-authors
The 25 scholars most cited alongside Gianluigi Rozza, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 290 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Scientific Machine Learning Through Physics–Informed Neural Networks: Where we are and What’s Next Hit paper breakdown → | 2022 | 1631 |
| 2 | Reduced Basis Approximation and a Posteriori Error Estimation for Affinely Parametrized Elliptic Coercive Partial Differential Equations Hit paper breakdown → | 2008 | 848 |
| 3 | Certified Reduced Basis Methods for Parametrized Partial Differential Equations Hit paper breakdown → | 2015 | 740 |
| 4 | Reduced Order Methods for Modeling and Computational Reduction Hit paper breakdown → | 2014 | 341 |
| 5 | 2014 | 213 | |
| 6 | 2006 | 207 | |
| 7 | 2011 | 194 | |
| 8 | 2014 | 186 | |
| 9 | 2007 | 185 | |
| 10 | 2007 | 183 | |
| 11 | 2020 | 158 | |
| 12 | 2018 | 158 | |
| 13 | 2016 | 130 | |
| 14 | 2007 | 116 | |
| 15 | 2010 | 112 | |
| 16 | 2011 | 111 | |
| 17 | 2017 | 99 | |
| 18 | 2017 | 97 | |
| 19 | 2013 | 94 | |
| 20 | 2009 | 94 |
About Gianluigi Rozza
Gianluigi Rozza is a scholar working on Statistical and Nonlinear Physics, Computational Mechanics, Statistics, Probability and Uncertainty, Numerical Analysis and Mechanics of Materials, having authored 290 papers that have together received 10.0k indexed citations. Recurring topics across this work include Model Reduction and Neural Networks (216 papers), Advanced Numerical Methods in Computational Mathematics (87 papers), Probabilistic and Robust Engineering Design (76 papers), Fluid Dynamics and Vibration Analysis (59 papers), Numerical methods for differential equations (43 papers), Fluid Dynamics and Turbulent Flows (36 papers), Computational Fluid Dynamics and Aerodynamics (32 papers) and Numerical methods in engineering (23 papers). The work is most often cited by research in Statistical and Nonlinear Physics (6.7k citations), Statistics, Probability and Uncertainty (2.6k citations), Computational Mechanics (4.7k citations), Numerical Analysis (1.2k citations) and Computational Mathematics (54 citations). Gianluigi Rozza has collaborated with scholars based in Italy, Switzerland and United States. Frequent co-authors include Alfio Maria Quarteroni, D.B.P. Huynh, Andrea Manzoni, Jan S. Hesthaven, A.T. Patera, Francesco Piccialli, Fabio Giampaolo, Maziar Raissi, Vincenzo Schiano Di Cola and Salvatore Cuomo. Their work appears in journals such as Computers & Mathematics with Applications, Lecture notes in computational science and engineering, Journal of Scientific Computing, International Journal for Numerical Methods in Engineering and Journal of Computational Physics.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.