Giovanni Stabile

About Giovanni Stabile

Giovanni Stabile, With an exceptional h-index of 20 and a recent h-index of 19 (since 2020), a distinguished researcher at Scuola Internazionale Superiore di Studi Avanzati, specializes in the field of Scientific Computing, Computational fluid dynamics, Model Order Reduction, FSI..

His recent articles reflect a diverse array of research interests and contributions to the field:

Stochastic closures for real-time fluid applications

Generative Models for the Deformation of Industrial Shapes with Linear Geometric Constraints: model order and parameter space reductions

A Predictive Surrogate Model for Heat Transfer of an Impinging Jet on a Concave Surface

Stochastic closure for partially-resolved turbulence

Large-scale graph-machine-learning surrogate models for 3D-flowfield prediction in external aerodynamics

Optimized Bayesian Framework for Inverse Heat Transfer Problems Using Reduced Order Methods

Pressure data-driven variational multiscale reduced order models

A continuous convolutional trainable filter for modelling unstructured data

Giovanni Stabile Information

University

Position

- International School for Advanced Studies

Citations(all)

1289

Citations(since 2020)

1232

Cited By

486

hIndex(all)

20

hIndex(since 2020)

19

i10Index(all)

27

i10Index(since 2020)

27

Email

University Profile Page

Scuola Internazionale Superiore di Studi Avanzati

Google Scholar

View Google Scholar Profile

Giovanni Stabile Skills & Research Interests

Scientific Computing

Computational fluid dynamics

Model Order Reduction

FSI.

Top articles of Giovanni Stabile

Title

Journal

Author(s)

Publication Date

Stochastic closures for real-time fluid applications

Merveile Talla

Chloé Caville

Antoine Moneyron

Guillaume Lepape

Pierre Jacquet

...

2024/2/27

Generative Models for the Deformation of Industrial Shapes with Linear Geometric Constraints: model order and parameter space reductions

Computer Methods in Applied Mechanics and Engineering

Guglielmo Padula

Francesco Romor

Giovanni Stabile

Gianluigi Rozza

2024/4/1

A Predictive Surrogate Model for Heat Transfer of an Impinging Jet on a Concave Surface

arXiv preprint arXiv:2402.10641

Sajad Salavatidezfouli

Saeid Rakhsha

Armin Sheidani

Giovanni Stabile

Gianluigi Rozza

2024/2/16

Stochastic closure for partially-resolved turbulence

Valentin Resseguier

Chloé Caville

Merveille Talla

Antoine Moneyron

Guillaume Lepape

...

2024/3/24

Large-scale graph-machine-learning surrogate models for 3D-flowfield prediction in external aerodynamics

Advanced Modeling and Simulation in Engineering Sciences

Davide Roznowicz

Giovanni Stabile

Nicola Demo

Davide Fransos

Gianluigi Rozza

2024/3/23

Optimized Bayesian Framework for Inverse Heat Transfer Problems Using Reduced Order Methods

arXiv preprint arXiv:2402.19381

Kabir Bakhshaei

Umberto Emil Morelli

Giovanni Stabile

Gianluigi Rozza

2024/2/29

Pressure data-driven variational multiscale reduced order models

Journal of Computational Physics

Anna Ivagnes

Giovanni Stabile

Andrea Mola

Traian Iliescu

Gianluigi Rozza

2023/3/1

A continuous convolutional trainable filter for modelling unstructured data

Computational Mechanics

Dario Coscia

Laura Meneghetti

Nicola Demo

Giovanni Stabile

Gianluigi Rozza

2023/8

A reduced-order model for segregated fluid-structure interaction solvers based on an ALE approach

arXiv preprint arXiv:2305.13613

Valentin Nkana Ngan

Giovanni Stabile

Andrea Mola

Gianluigi Rozza

2023/5/23

A two-stage deep learning architecture for model reduction of parametric time-dependent problems

Computers & Mathematics with Applications

Isabella Carla Gonnella

Martin W Hess

Giovanni Stabile

Gianluigi Rozza

2023/11/1

Reduced Basis, Embedded Methods and Parametrized Levelset Geometry

arXiv preprint arXiv:2301.12401

Efthymios N Karatzas

Giovanni Stabile

Francesco Ballarin

Gianluigi Rozza

2023/1/29

Geometrically Parametrised Reduced Order Models for the Study of Hysteresis of the Coanda Effect in Finite-elements-based Incompressible Fluid Dynamics

arXiv preprint arXiv:2307.05227

JR Bravo

G Stabile

M Hess

JA Hernandez

R Rossi

...

2023/7/11

Deep reinforcement learning for the heat transfer control of pulsating impinging jets

arXiv preprint arXiv:2309.13955

Sajad Salavatidezfouli

Giovanni Stabile

Gianluigi Rozza

2023/9/25

A novel reduced-order model for advection-dominated problems based on Radon-Cumulative-Distribution Transform

arXiv preprint arXiv:2304.14883

Tobias Long

Robert Barnett

Richard Jefferson-Loveday

Giovanni Stabile

Matteo Icardi

2023/4/28

Hybrid data-driven closure strategies for reduced order modeling

Applied Mathematics and Computation

Anna Ivagnes

Giovanni Stabile

Andrea Mola

Traian Iliescu

Gianluigi Rozza

2023/7/1

Assessment of URANS and LES methods in predicting wake shed behind a vertical axis wind turbine

Journal of Wind Engineering and Industrial Aerodynamics

Armin Sheidani

Sajad Salavatidezfouli

Giovanni Stabile

Gianluigi Rozza

2023/1/1

A Reduced Order Model formulation for left atrium flow: an Atrial Fibrillation case

arXiv preprint arXiv:2309.10601

Caterina Balzotti

Pierfrancesco Siena

Michele Girfoglio

Giovanni Stabile

Jorge Dueñas-Pamplona

...

2023/9/19

Applicable Methodologies for the Mass Transfer Phenomenon in Tumble Dryers: A Review

Sajad Salavatidezfouli

Arash Hajisharifi

Michele Girfoglio

Giovanni Stabile

Gianluigi Rozza

2023/4/7

A physics-based reduced order model for urban air pollution prediction

Computer Methods in Applied Mechanics and Engineering

Moaad Khamlich

Giovanni Stabile

Gianluigi Rozza

László Környei

Zoltán Horváth

2023/12/1

RESOLUTION-AWARE PRIOR GENERATION FOR REDUCED DATA ASSIMILATION IN FLUID DYNAMICS

Valentin Resseguier

Agustin Martin Picard

Matheus Ladvig

Guillaume Le Pape

Antoine Moneyron

...

2023/6/19

See List of Professors in Giovanni Stabile University(Scuola Internazionale Superiore di Studi Avanzati)

Co-Authors

H-index: 58
Gianluigi Rozza

Gianluigi Rozza

Scuola Internazionale Superiore di Studi Avanzati

academic-engine