Georgios Rigas

Georgios Rigas

Imperial College London

H-index: 21

Europe-United Kingdom

About Georgios Rigas

Georgios Rigas, With an exceptional h-index of 21 and a recent h-index of 20 (since 2020), a distinguished researcher at Imperial College London, specializes in the field of Dynamical Systems, Fluid Dynamics, Turbulence, Aerodynamics, Control.

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

Turbulence model augmented physics-informed neural networks for mean-flow reconstruction

CHAROT: Robustly controlling chaotic PDEs with partial observations

Active flow control for bluff body drag reduction using reinforcement learning with partial measurements

Optimal transitional mechanisms in oblique shock wave-boundary layer interaction using non-linear input/output analysis

Adjoint-based linear sensitivity of a supersonic boundary layer to steady wall blowing–suction/heating–cooling

RONAALP: Reduced-Order Nonlinear Approximation with Active Learning Procedure

Passive control of high-speed boundary layer transition using non-uniform surface temperature distributions

Mori-Zwanzig latent space Koopman closure for nonlinear autoencoder

Georgios Rigas Information

University

Position

___

Citations(all)

1559

Citations(since 2020)

1363

Cited By

589

hIndex(all)

21

hIndex(since 2020)

20

i10Index(all)

26

i10Index(since 2020)

26

Email

University Profile Page

Imperial College London

Google Scholar

View Google Scholar Profile

Georgios Rigas Skills & Research Interests

Dynamical Systems

Fluid Dynamics

Turbulence

Aerodynamics

Control

Top articles of Georgios Rigas

Title

Journal

Author(s)

Publication Date

Turbulence model augmented physics-informed neural networks for mean-flow reconstruction

Physical Review Fluids

Yusuf Patel

Vincent Mons

Olivier Marquet

Georgios Rigas

2024/3/11

CHAROT: Robustly controlling chaotic PDEs with partial observations

Max Weissenbacher

Anastasia Borovykh

Georgios Rigas

2024/3/3

Active flow control for bluff body drag reduction using reinforcement learning with partial measurements

Journal of Fluid Mechanics

Chengwei Xia

Junjie Zhang

Eric C Kerrigan

Georgios Rigas

2024/2

Optimal transitional mechanisms in oblique shock wave-boundary layer interaction using non-linear input/output analysis

Flavio Savarino

Arthur Poulain

Denis Sipp

Georgios Rigas

2024

Adjoint-based linear sensitivity of a supersonic boundary layer to steady wall blowing–suction/heating–cooling

Journal of Fluid Mechanics

Arthur Poulain

Cédric Content

Georgios Rigas

Eric Garnier

Denis Sipp

2024/1

RONAALP: Reduced-Order Nonlinear Approximation with Active Learning Procedure

arXiv preprint arXiv:2311.10550

Clément Scherding

Georgios Rigas

Denis Sipp

Peter J Schmid

Taraneh Sayadi

2023/11/17

Passive control of high-speed boundary layer transition using non-uniform surface temperature distributions

Kazuki Ozawa

Chengwei Xia

Georgios Rigas

Paul J Bruce

2023

Mori-Zwanzig latent space Koopman closure for nonlinear autoencoder

arXiv preprint arXiv:2310.10745

Priyam Gupta

Peter J Schmid

Denis Sipp

Taraneh Sayadi

Georgios Rigas

2023/10/16

Optimal location for steady wall blowing or heating actuators in a hypersonic boundary layer

Arthur Poulain

Cédric Content

Denis Sipp

Georgios Rigas

Eric Garnier

2023/3/29

Data-driven framework for input/output lookup tables reduction: Application to hypersonic flows in chemical nonequilibrium

Physical Review Fluids

Clément Scherding

Georgios Rigas

Denis Sipp

Peter J Schmid

Taraneh Sayadi

2023/2/9

BROADCAST: A high-order compressible CFD toolbox for stability and sensitivity using Algorithmic Differentiation

Computer Physics Communications

Arthur Poulain

Cédric Content

Denis Sipp

Georgios Rigas

Eric Garnier

2023/2/1

Mean flow reconstruction of unsteady flows using physics-informed neural networks

Data-Centric Engineering

Lukasz Sliwinski

Georgios Rigas

2023/1

Data-driven closure of the harmonic-balanced Navier-Stokes equations in the frequency domain

Proceedings of the Summer Program

Georgios Rigas

PJ Schmid

2022

On the explainability of machine-learning-assisted turbulence modeling for transonic flows

International Journal of Heat and Fluid Flow

Xiao He

Jianheng Tan

Georgios Rigas

Mehdi Vahdati

2022/10/1

Input/output analysis of a Mach-6 cooled-wall hypersonic boundary layer using the One-Way Navier-Stokes (OWNS) Equations

Omar Kamal

Georgios Rigas

Matthew T Lakebrink

Tim Colonius

2022

Efficient global resolvent analysis via the one-way Navier–Stokes equations

Journal of Fluid Mechanics

Aaron Towne

Georgios Rigas

Omar Kamal

Ethan Pickering

Tim Colonius

2022/10

Linear sensitivity of a hypersonic boundary layer to steady wall blowing and heating

Bulletin of the American Physical Society

Arthur Poulain

Cedric Content

Georgios Rigas

Denis Sipp

Eric Garnier

2022/11/22

Harmonic forcing of a laminar bluff body wake with rear pitching flaps

Journal of Fluid Mechanics

Athanasios Emmanouil Giannenas

Sylvain Laizet

Georgios Rigas

2022/8

Laminar-turbulent transition mechanisms of separated flows using the Harmonic Balance method

Bulletin of the American Physical Society

Flavio Savarino

Denis Sipp

Georgios Rigas

2022/11/22

An empirical mean-field model of symmetry-breaking in a turbulent wake

Science Advances

Jared L Callaham

Georgios Rigas

Jean-Christophe Loiseau

Steven L Brunton

2022/5/11

See List of Professors in Georgios Rigas University(Imperial College London)

Co-Authors

H-index: 70
Steven L. Brunton

Steven L. Brunton

University of Washington

H-index: 65
Tim Colonius

Tim Colonius

California Institute of Technology

H-index: 41
Prof. Matthew P. Juniper

Prof. Matthew P. Juniper

University of Cambridge

H-index: 35
Aimee S. Morgans

Aimee S. Morgans

Imperial College London

H-index: 30
Qiqi Wang

Qiqi Wang

Massachusetts Institute of Technology

H-index: 27
Jonathan Morrison

Jonathan Morrison

Imperial College London

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