Data-Driven Approaches in Computational Mechanics for the Aerohydroelastic Analysis of Offshore Wind Turbines

Project Information

DATA-DRIVEN OFFSHORE

Grant agreement ID: 101083157

DOI

10.3030/101083157

EC signature date 15 February 2023

Start date 1 April 2023

End date 31 March 2028

Funded under

• European Research Council (ERC)

Total cost

€ 2 000 000,00

EU contribution

€ 2 000 000,00

Coordinated by

UNIVERSITETET I BERGEN
Norway

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Peer reviewed articles (20)

Development and application of a mesh generator intended for unsteady vortex-lattice method simulations of wind turbines and wind farms

Author(s): B. Roccia, L. Ceballos, M. Verstraete, C. Gebhardt
Published in: Wind Energy Science, 2024, ISSN 2366-7451
Publisher: Copernicus
DOI: 10.5194/wes-9-385-2024

On the use of an advanced Kirchhoff rod model to study mooring lines

Author(s): Bruno A. Roccia, Thi-Hoa Nguyen, Petter Veseth, Finn Gunnar Nielsen, Cristian G. Gebhardt
Published in: Marine Structures, Issue 104, 2025, ISSN 0951-8339
Publisher: Elsevier BV
DOI: 10.1016/J.MARSTRUC.2025.103883

Computational Mechanics

Author(s): Thi-Hoa Nguyen; Bruno A. Roccia; René R. Hiemstra; Cristian G. Gebhardt; Dominik Schillinger
Published in: Computational Mechanics, Issue 75, 2024, ISSN 0178-7675
Publisher: Springer Verlag
DOI: 10.48550/ARXIV.2309.10652

Communications in Nonlinear Science and Numerical Simulation

Author(s): C. Gebhardt, S. Lange, M. Steinbach
Published in: Communications in Nonlinear Science and Numerical Simulation, 2024, ISSN 1007-5704
Publisher: Elsevier
DOI: 10.1016/j.cnsns.2024.108031

Development and application of a mesh generator intended for unsteady vortex-lattice method simulations of wind turbines and wind farms

Author(s): Bruno A. Roccia, Luis R. Ceballos, Marcos L. Verstraete, Cristian G. Gebhardt
Published in: Wind Energy Science, Issue 9, 2024, ISSN 2366-7451
Publisher: Copernicus GmbH
DOI: 10.5194/WES-9-385-2024

On an objective, geometrically exact coupling element for a director-based multi-body finite element framework

Author(s): David Märtins, Daniel Schuster, Christian Hente, Cristian Guillermo Gebhardt, Raimund Rolfes
Published in: Multibody System Dynamics, Issue 64, 2025, ISSN 1384-5640
Publisher: Springer Science and Business Media LLC
DOI: 10.1007/S11044-024-09998-W

An adaptive time integration approach for aeroelastic simulations using the unsteady vortex-lattice method and geometrically exact beams

Author(s): David Märtins, Daniel Schuster, Christian Hente, Helge Jauken, Cristian Guillermo Gebhardt, Raimund Rolfes
Published in: Journal of Fluids and Structures, Issue 137, 2025, ISSN 0889-9746
Publisher: Elsevier BV
DOI: 10.1016/J.JFLUIDSTRUCTS.2025.104360

On an objective, geometrically exact coupling element for a director-based multi-body finite element framework

Author(s): D. Märtins, D. Schuster, C. Hente, C. Gebhardt, R. Rolfes
Published in: Multibody System Dynamics, 2024, ISSN 1384-5640
Publisher: Springer Nature
DOI: 10.1007/S11044-024-09998-W

A Framework for Data-Driven Simulation of Electrical Circuits Based on Discrete-Continuous Optimization

Author(s): Cristian G. Gebhardt, Bruno A. Roccia, José M. Bossio, Guillermo R. Bossio
Published in: IEEE Access, Issue 13, 2025, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/ACCESS.2025.3613573

International Journal for Numerical Methods in Engineering

Author(s): Thi-Hoa Nguyen, Bruno A. Roccia, Dominik Schillinger, Cristian G. Gebhardt
Published in: International Journal for Numerical Methods in Engineering, Issue 126, 2025, ISSN 0029-5981
Publisher: John Wiley & Sons Inc.
DOI: 10.1002/NME.70104

On the use of feed-forward neural networks in the context of surrogate aeroelastic simulations

Author(s): Bruno A. Roccia, Marcelo Ruiz, Cristian G. Gebhardt
Published in: Acta Mechanica, 2025, ISSN 0001-5970
Publisher: Springer Science and Business Media LLC
DOI: 10.1007/S00707-024-04165-W

Applied Numerical Mathematics

Author(s): B. Roccia, C. Alturria Lanzardo, F. Mazzone, C. Gebhardt
Published in: Applied Numerical Mathematics, 2024, ISSN 0168-9274
Publisher: Elsevier BV
DOI: 10.1016/j.apnum.2024.03.017

On the mathematical structure and solvability of certain Hilbert space optimization problems in data-driven elasticity

Author(s): Cristian G. Gebhardt, Marc C. Steinbach
Published in: Applied Mathematics Letters, Issue 172, 2026, ISSN 0893-9659
Publisher: Elsevier BV
DOI: 10.1016/J.AML.2025.109739

International Journal for Numerical Methods in Engineering

Author(s): Thi-Hoa Nguyen, Bruno A. Roccia, Dominik Schillinger, Cristian G. Gebhardt
Published in: International Journal for Numerical Methods in Engineering, 2025, ISSN 0029-5981
Publisher: John Wiley & Sons Inc.
DOI: 10.1002/NME.70104

Nonlinear dynamic analysis of shear- and torsion-free rods using isogeometric discretization and outlier removal

Author(s): Thi-Hoa Nguyen, Bruno A. Roccia, René R. Hiemstra, Cristian G. Gebhardt, Dominik Schillinger
Published in: Computational Mechanics, Issue 75, 2025, ISSN 0178-7675
Publisher: Springer Science and Business Media LLC
DOI: 10.1007/S00466-024-02527-8

Analytical Linearization of Aerodynamic Loads in Unsteady Vortex-Lattice Method for Nonlinear Aeroelastic Applications

Author(s): Christian Hente, Bruno A. Roccia, Raimund Rolfes, Cristian G. Gebhardt
Published in: AIAA Journal, Issue 62, 2024, ISSN 0001-1452
Publisher: American Institute of Aeronautics and Astronautics (AIAA)
DOI: 10.2514/1.J063693

Acta Mechanica

Author(s): Bruno A. Roccia; Marcelo Ruiz; Cristian G. Gebhardt
Published in: Acta Mechanica, 2024, ISSN 0001-5970
Publisher: Springer Nature
DOI: 10.1007/s00707-024-04165-w

On the homogeneous torsion problem for heterogeneous and orthotropic cross-sections: Theoretical and numerical aspects

Author(s): Bruno A. Roccia, Carmina Alturria Lanzardo, Fernando D. Mazzone, Cristian G. Gebhardt
Published in: Applied Numerical Mathematics, Issue 201, 2024, ISSN 0168-9274
Publisher: Elsevier BV
DOI: 10.1016/j.apnum.2024.03.017

Formulating and heuristic solving of contact problems in hybrid data-driven computational mechanics

Author(s): Cristian G. Gebhardt, Senta Lange, Marc C. Steinbach
Published in: Communications in Nonlinear Science and Numerical Simulation, Issue 134, 2024, ISSN 1007-5704
Publisher: Elsevier BV
DOI: 10.1016/j.cnsns.2024.108031

On the mathematical structure and numerical solution of discrete–continuous optimization problems in DDCM

Author(s): Cristian G. Gebhardt, Senta Lange, Marc C. Steinbach
Published in: Zeitschrift für angewandte Mathematik und Physik, Issue 76, 2025, ISSN 0044-2275
Publisher: Springer Science and Business Media LLC
DOI: 10.1007/S00033-025-02536-4

Other (1)

Nonlinear dynamic analysis of shear- and torsion-free rods using isogeometric discretization, outlier removal and robust time integration

Author(s): T.-H. Nguyen, B. Roccia, R. Hiemstra, C. Gebhardt, D. Schillinger
Published in: Arxiv, 2023
Publisher: Arxiv
DOI: 10.48550/arxiv.2309.10652