Traian Iliescu

Traian Iliescu

Virginia Polytechnic Institute and State University

H-index: 38

North America-United States

About Traian Iliescu

Traian Iliescu, With an exceptional h-index of 38 and a recent h-index of 28 (since 2020), a distinguished researcher at Virginia Polytechnic Institute and State University, specializes in the field of Computational Mathematics, Numerical Analysis, Turbulence, Geophysical Fluid Dynamics, Reduced Order Modeling.

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

A numerical comparison of simplified galerkin and machine learning reduced order models for vaginal deformations

Data‐driven variational multiscale reduced order modeling of vaginal tissue inflation

Approximate deconvolution Leray reduced order model for convection-dominated flows

An efficient data-driven multiscale stochastic reduced order modeling framework for complex systems

An energy-based lengthscale for reduced order models of turbulent flows

New Feedback Control and Adaptive Evolve-Filter-Relax Regularization for the Navier-Stokes Equations in the Convection-Dominated Regime

Hybrid data-driven closure strategies for reduced order modeling

Physics guided machine learning for variational multiscale reduced order modeling

Traian Iliescu Information

University

Position

Professor of Mathematics

Citations(all)

4387

Citations(since 2020)

2301

Cited By

2937

hIndex(all)

38

hIndex(since 2020)

28

i10Index(all)

70

i10Index(since 2020)

52

Email

University Profile Page

Virginia Polytechnic Institute and State University

Google Scholar

View Google Scholar Profile

Traian Iliescu Skills & Research Interests

Computational Mathematics

Numerical Analysis

Turbulence

Geophysical Fluid Dynamics

Reduced Order Modeling

Top articles of Traian Iliescu

Title

Journal

Author(s)

Publication Date

A numerical comparison of simplified galerkin and machine learning reduced order models for vaginal deformations

Computers & Mathematics with Applications

William Snyder

Alex Santiago Anaya

Justin Krometis

Traian Iliescu

Raffaella De Vita

2023/12/15

Data‐driven variational multiscale reduced order modeling of vaginal tissue inflation

International Journal for Numerical Methods in Biomedical Engineering

William Snyder

Jeffrey A McGuire

Changhong Mou

David A Dillard

Traian Iliescu

...

2023/1

Approximate deconvolution Leray reduced order model for convection-dominated flows

Finite Elements in Analysis and Design

Anna Sanfilippo

Ian Moore

Francesco Ballarin

Traian Iliescu

2023/11/15

An efficient data-driven multiscale stochastic reduced order modeling framework for complex systems

Journal of Computational Physics

Changhong Mou

Nan Chen

Traian Iliescu

2023/11/15

An energy-based lengthscale for reduced order models of turbulent flows

Nuclear Engineering and Design

Changhong Mou

Elia Merzari

Omer San

Traian Iliescu

2023/10/1

New Feedback Control and Adaptive Evolve-Filter-Relax Regularization for the Navier-Stokes Equations in the Convection-Dominated Regime

arXiv preprint arXiv:2307.00675

Maria Strazzullo

Francesco Ballarin

Traian Iliescu

Claudio Canuto

2023/7/2

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

Physics guided machine learning for variational multiscale reduced order modeling

SIAM Journal on Scientific Computing

Shady E Ahmed

Omer San

Adil Rasheed

Traian Iliescu

Alessandro Veneziani

2023/6/30

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 Time-Relaxation Reduced Order Model for the Turbulent Channel Flow

arXiv preprint arXiv:2312.13272

Ping-Hsuan Tsai

Paul Fischer

Traian Iliescu

2023/12/20

Residual-based stabilized reduced-order models of the transient convection-diffusion-reaction equation obtained through discrete and continuous projection

arXiv preprint arXiv:2302.09355

Eric Parish

Masayuki Yano

Irina Tezaur

Traian Iliescu

2023/2/18

Data-driven modeling and optimization in fluid dynamics: From physics-based to machine learning approaches

Frontiers in Physics

Michel Bergmann

Laurent Cordier

Traian Iliescu

2022/12/2

A Two-Level Galerkin Reduced Order Model for the Steady Navier-Stokes Equations

arXiv preprint arXiv:2211.12968

Dylan Park

Changhong Mou

Honghu Liu

Adrian Sandu

Traian Iliescu

2022/11/23

Full and reduced order model consistency of the nonlinearity discretization in incompressible flows

Computer Methods in Applied Mechanics and Engineering

Sean Ingimarson

Leo G Rebholz

Traian Iliescu

2022/11/1

Verifiability of the data-driven variational multiscale reduced order model

Journal of Scientific Computing

Birgul Koc

Changhong Mou

Honghu Liu

Zhu Wang

Gianluigi Rozza

...

2022/11

Stochastic data-driven variational multiscale reduced order models

arXiv preprint arXiv:2209.02739

Fei Lu

Changhong Mou

Honghu Liu

Traian Iliescu

2022/9/6

Reduced order model closures: A brief tutorial

William Snyder

Changhong Mou

Honghu Liu

Omer San

Raffaella DeVita

...

2022/8/2

Consistency of the full and reduced order models for evolve‐filter‐relax regularization of convection‐dominated, marginally‐resolved flows

International Journal for Numerical Methods in Engineering

Maria Strazzullo

Michele Girfoglio

Francesco Ballarin

Traian Iliescu

Gianluigi Rozza

2022/7/30

Residual Data-Driven Variational Multiscale Reduced Order Models for Parameter Dependent Problems

arXiv preprint arXiv:2208.00059

Birgul Koc

Samuele Rubino

Tomás Chaón Rebollo

Traian Iliescu

2022/7/29

Data-Driven Variational Multiscale Reduced Order Models for the Quasi-Geostrophic Equations

Computer Methods in Applied Mechanics and Engineering

Changhong Mou

Birgul Koc

Omer San

Leo G Rebholz

Traian Iliescu

2021/1/1

See List of Professors in Traian Iliescu University(Virginia Polytechnic Institute and State University)

Co-Authors

H-index: 80
Max Gunzburger

Max Gunzburger

Florida State University

H-index: 58
Gianluigi Rozza

Gianluigi Rozza

Scuola Internazionale Superiore di Studi Avanzati

H-index: 49
William Layton

William Layton

University of Pittsburgh

H-index: 37
Omer San

Omer San

Oklahoma State University

H-index: 34
Leo Rebholz

Leo Rebholz

Clemson University

H-index: 30
Jeff Borggaard

Jeff Borggaard

Virginia Polytechnic Institute and State University

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