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Gianluigi Rozza

international school for advanced studies (sissa)

52H-index
575Paper Count
1.4WCitation Count
Published Papers 70
Publication Date
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Data-driven reduced order model for residence time distribution analysis of an industrial-scale continuous casting tundish
errResults in Engineering
IF7.9
err2026-06-17
err0
errOAAI
errHarshith Gowrachari; Mattia Giuseppe Barra; Giovanni Stabile; Gianluca Bazzaro; Gianluigi Rozza
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Surrogate normal-forms for the numerical bifurcation and stability analysis of Navier-Stokes flows via machine learning
errCommunications in Nonlinear Science and Numerical Simulation
IF3.8
err2026-05-25
err0
errOAAI
errAlessandro Della Pia; Dimitrios G. Patsatzis; Gianluigi Rozza; Lucia Russo; Constantinos Siettos
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Revisiting deep information propagation: Fractal frontier and finite-size effects
errNeural Networks
IF6.3
err2026-04-16
err0
PREAI
errGiuseppe Alessio D’Inverno; Zhiyuan Hu; Leo Davy; Michael Unser; Gianluigi Rozza; Jonathan Dong
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Data-driven closure strategies for parametrized reduced-order models via deep operator networks
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2026-03-21
err0
PREAI
errAnna Ivagnes; Giovanni Stabile; Gianluigi Rozza
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Plug-and-play neural compression: A knowledge distillation framework with flexible dimensionality reduction
errJournal of Systems Architecture
IF4.1
err2026-03-12
err0
PREAI
errLaura Meneghetti; Edoardo Bianchi; Nicola Demo; Gianluigi Rozza
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Efficient numerical strategies for entropy-regularized semi-discrete optimal transport
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2026-02-19
err0
PREAI
errMoaad Khamlich; Francesco Romor; Gianluigi Rozza
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On an adjoint-based numerical approach for time-dependent optimal control problems of biomedical interest
errComputer Methods in Biomechanics and Biomedical Engineering
IF1.6
err2026-01-01
err0
PREAI
errMirzaiyan, Zahra; Siena, Pierfrancesco; Africa, Pasquale Claudio; Girfoglio, Michele; Rozza, Gianluigi
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Jacobi Convolution Series for Petrov-Galerkin Scheme and General Fractional Calculus of Arbitrary Order Over Finite Interval
errNumerical Methods for Partial Differential Equations
IF1.7
err2026-01-01
err1
PREAI
errMehta, Pavan Pranjivan; Rozza, Gianluigi
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Data-Driven Parameterization Refinement for the Structural Optimization of Cruise Ship Hulls
errINTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING
IF2.9
err2025-12-30
err0
PREAI
errFabris, Lorenzo; Tezzele, Marco; Busiello, Ciro; Sicchiero, Mauro; Rozza, Gianluigi
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A new data-driven energy-stable evolve-filter-relax model for turbulent flow simulation
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2025-12-17
err0
PREAI
errAnna Ivagnes; Toby van Gastelen; Syver Døving Agdestein; Benjamin Sanderse; Giovanni Stabile; Gianluigi Rozza
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Stochastic parameter prediction in cardiovascular problems
errCOMPUTER METHODS IN BIOMECHANICS AND BIOMEDICAL ENGINEERING
IF1.6
err2025-10-01
err0
PREAI
errBakhshaei, Kabir; Salavatidezfouli, Sajad; Stabile, Giovanni; Rozza, Gianluigi
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Sparse Identification for bifurcating phenomena in Computational Fluid Dynamics
errComputers & Fluids
IF3
err2025-09-19
err0
errOAAI
errLorenzo Tomada; Moaad Khamlich; Federico Pichi; Gianluigi Rozza
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A reduced-order model for segregated fluid–structure interaction solvers based on an ALE approach
errComputers & Fluids
IF3
err2025-09-15
err0
PREAI
errValentin Nkana Ngan; Giovanni Stabile; Andrea Mola; Gianluigi Rozza
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A hybrid reduced order model to enforce outflow pressure boundary conditions in computational hemodynamics
errBiomechanics and Modeling in Mechanobiology
IF2.7
err2025-09-15
err0
PREAI
errPierfrancesco Siena; Pasquale Claudio Africa; Michele Girfoglio; Gianluigi Rozza
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A data-driven study on Implicit LES using a spectral difference method
errJournal of Computational Physics
IF3.8
err2025-08-14
err0
PREAI
errNicola Clinco; Niccolò Tonicello; Gianluigi Rozza
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Stabilized POD reduced order models for convection-dominated incompressible flows
errapplied and computational mathematics
IF0
err2025-07-25
err0
errOAAI
errPierfrancesco Siena; Michele Girfoglio; Annalisa Quaini; Gianluigi Rozza
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Non-intrusive model reduction of advection-dominated hyperbolic problems using neural network shift augmented manifold transformation
errComputers & Fluids
IF3
err2025-07-25
err0
PREAI
errHarshith Gowrachari; Nicola Demo; Giovanni Stabile; Gianluigi Rozza
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Optimal transport-based displacement interpolation with data augmentation for reduced order modeling of nonlinear dynamical systems
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2025-06-15
err0
PREAI
errKhamlich, Moaad; Pichi, Federico; Girfoglio, Michele; Quaini, Annalisa; Rozza, Gianluigi
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Physics informed neural network framework for unsteady discretized reduced order system
errCOMPUTERS & MATHEMATICS WITH APPLICATIONS
IF2.5
err2025-06-02
err0
PREAI
errHalder, Rahul; Stabile, Giovanni; Rozza, Gianluigi
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Projection-based reduced order modelling for unsteady parametrized optimal control problems in 3D cardiovascular flows
errComputer Methods and Programs in Biomedicine
IF4.8
err2025-05-24
err0
PREAI
errSurabhi Rathore; Pasquale C. Africa; Francesco Ballarin; Federico Pichi; Michele Girfoglio; Gianluigi Rozza
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Research Directions

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Co-authors
Cooperation Journals
A
Alfio Quarteroni
H-index: 88 · Papers: 1.1K
M
Max Gunzburger
H-index: 73 · Papers: 584
J
Jan S. Hesthaven
H-index: 68 · Papers: 438
M
M. Barzegar Gerdroodbary
H-index: 61 · Papers: 129
I
Ignacio J. Amat‐Santos
H-index: 55 · Papers: 661
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