Next-generation flow diagnostics for control

Project Information

NEXTFLOW

Grant agreement ID: 949085

DOI

10.3030/949085

EC signature date 27 August 2020

Start date 1 January 2021

End date 30 September 2026

Funded under

• EXCELLENT SCIENCE - European Research Council (ERC)

Total cost

€ 1 499 062,00

EU contribution

€ 1 499 062,00

Coordinated by

UNIVERSIDAD CARLOS III DE MADRID
Spain

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

Conference proceedings (10)

Advection-based multiframe iterative correction on PIV fields for improved pressure estimation

Author(s): J. Chen
Published in: Proceedings of the 21st International Symposium on the Application of Laser and Imaging Techniques to Fluid Mechanics, 2024, Page(s) 798-822
Publisher: Lisbon symbosia

A Meshless Method To Compute The POD And Its Variants From Scattered Data

Author(s): I. Tirelli, M. Mendez, A. Ianiro, S. Discetti
Published in: Proceedings of the 21st International Symposium on the Application of Laser and Imaging Techniques to Fluid Mechanics, 2024
Publisher: Lisbon Symposia

A Full Meshless Algorithm For Super-Resolution In Image Velocimetry Based On KNN-PTV And Constrained RBFs

Author(s): I. Tirelli, M. Mendez, A. Ianiro, S. Discetti
Published in: Proceedings of the 21st International Symposium on the Application of Laser and Imaging Techniques to Fluid Mechanics, 2024, Page(s) 175-186
Publisher: Lisbon Symbosia

Galerkin Model For Time Super-Sampling Of PIV Measurements

Author(s): Q. L. Li Hu, P. García Caspueñas, A. Ianiro, S. Discetti
Published in: Proceedings of 21st International Symposium on the Application of Laser and Imaging Techniques to Fluid Mechanics, 2024
Publisher: Lisbon Symposia

Assessing Super-Resolution GANs For Randomly-Seeded Particle Fields

Author(s): A. Güemes; C. Sanmiguel Vila; S. Discetti
Published in: 20th International Symposium on Application of Laser and Imaging Techniques to Fluid Mechanics, Issue 1, 2022
Publisher: Lisbon Simposia
DOI: 10.55037/lxlaser.20th.205

Global POD Modes From PIV Asynchronous Patches

Author(s): I. Tirelli, A. Grille Guerra, A. Ianiro, A. Sciacchitano, F. Scarano, S. Discetti
Published in: Proceedings of the 21st International Symposium on the Application of Laser and Imaging Techniques to Fluid Mechanics, 2024
Publisher: Lisbon Symposia

Pressure from data-driven-estimated velocity fields using snapshot PIV and fast probes

Author(s): Marco Raiola, Junwei Chen, Stefano Discetti
Published in: 14th International Symposium on Particle Image Velocimetry, 2021
Publisher: Illinois Tech
DOI: 10.18409/ispiv.v1i1.157

An Assessment Of Event-Based Imaging Velocimetry For Dimensionality Reduction In Turbulent Flows

Author(s): L. Franceschelli, M. Raiola, C. Willert, S. Discetti
Published in: Proceedings of the 21st International Symposium on the Application of Laser and Imaging Techniques to Fluid Mechanics, 2024, Page(s) 664-679
Publisher: Lisbon Symposia

High-Resolution PIV With Uncertainty Estimation With KNN

Author(s): I. Tirelli; A. Ianiro; S. Discetti
Published in: 20th International Symposium on Application of Laser and Imaging Techniques to Fluid Mechanics, Issue 1, 2022
Publisher: Lisbon Simposia
DOI: 10.55037/lxlaser.20th.68

GANs-based PIV resolution enhancement without the need of high-resolution input

Author(s): Alejandro Güemes, Carlos Sanmiguel Vila, Stefano Discetti
Published in: 14th International Symposium on Particle Image Velocimetry, 2021
Publisher: Illinois Tech
DOI: 10.18409/ispiv.v1i1.160

Peer reviewed articles (19)

Pressure from data-driven estimation of velocity fields using snapshot PIV and fast probes

Author(s): Junwei Chen, Marco Raiola, Stefano Discetti
Published in: Experimental Thermal and Fluid Science, 2022, ISSN 0894-1777
Publisher: Elsevier BV
DOI: 10.1016/j.expthermflusci.2022.110647

A meshless method to compute the proper orthogonal decomposition and its variants from scattered data

Author(s): I. Tirelli, M. A. Mendez, A. Ianiro, S. Discetti
Published in: Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences, Issue 481, 2025, ISSN 1471-2946
Publisher: The Royal Society
DOI: 10.1098/rspa.2024.0526

Some effects of limited wall-sensor availability on flow estimation with 3D-GANs

Author(s): Antonio Cuéllar, Andrea Ianiro, Stefano Discetti
Published in: Theoretical and Computational Fluid Dynamics, 2024, ISSN 0935-4964
Publisher: Springer Verlag
DOI: 10.1007/s00162-024-00718-w

Three-dimensional generative adversarial networks for turbulent flow estimation from wall measurements

Author(s): Antonio Cuéllar, Alejandro Güemes, Andrea Ianiro, Óscar Flores, Ricardo Vinuesa, Stefano Discetti
Published in: Journal of Fluid Mechanics, Issue 991, 2024, Page(s) A1-1 to A1-32, ISSN 0022-1120
Publisher: Cambridge University Press
DOI: 10.1017/jfm.2024.432

A simple trick to improve the accuracy of PIV/PTV data

Author(s): Iacopo Tirelli, Andrea Ianiro, Stefano Discetti
Published in: Experimental Thermal and Fluid Science, Issue 145, 2023, Page(s) 110872, ISSN 0894-1777
Publisher: Elsevier BV
DOI: 10.1016/j.expthermflusci.2023.110872

An efficient offline sensor placement method for flow estimation

Author(s): Junwei Chen, Marco Raiola, Stefano Discetti
Published in: Experimental Thermal and Fluid Science, Issue 167, 2025, Page(s) 111448, ISSN 0894-1777
Publisher: Elsevier BV
DOI: 10.1016/j.expthermflusci.2025.111448

Complete flow characterization from snapshot PIV, fast probes and physics-informed neural networks

Author(s): Álvaro Moreno Soto, Alejandro Güemes, Stefano Discetti
Published in: Computer Methods in Applied Mechanics and Engineering, 2023, ISSN 0045-7825
Publisher: Elsevier BV
DOI: 10.1016/j.cma.2023.116652

Genetically-inspired convective heat transfer enhancement in a turbulent boundary layer

Author(s): Rodrigo Castellanos, Andrea Ianiro, Stefano Discetti
Published in: Applied Thermal Engineering, 2023, ISSN 1359-4311
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.applthermaleng.2023.120621

Advection-based multiframe iterative correction for pressure estimation from velocity fields

Author(s): Junwei Chen, Marco Raiola, Stefano Discetti
Published in: Experimental Thermal and Fluid Science, Issue 164, 2025, Page(s) 111407, ISSN 0894-1777
Publisher: Elsevier BV
DOI: 10.1016/j.expthermflusci.2025.111407

Machine learning for flow field measurements: a perspective

Author(s): Stefano Discetti, Yingzheng Liu
Published in: Measurement Science and Technology, 2023, Page(s) 021001, ISSN 0957-0233
Publisher: Institute of Physics and the Physical Society
DOI: 10.1088/1361-6501/ac9991

Super-resolution generative adversarial networks of randomly-seeded fields

Author(s): Alejandro Güemes Jiménez, Carlos Sanmiguel Vila, Stefano Discetti
Published in: Nature Machine Intelligence, Issue 4, 2022, Page(s) 1165-1173, ISSN 2522-5839
Publisher: Nature Portfolio
DOI: 10.1038/s42256-022-00572-7

Full-domain POD modes from PIV asynchronous patches

Author(s): Iacopo Tirelli, Adrian Grille Guerra, Andrea Ianiro, Andrea Sciacchitano, Fulvio Scarano, Stefano Discetti
Published in: Experiments in Fluids, Issue 66, 2025, ISSN 0723-4864
Publisher: Springer Verlag
DOI: 10.1007/s00348-025-04029-6

Measuring time-resolved heat transfer fluctuations on a heated-thin foil in a turbulent channel airflow

Author(s): A Cuéllar, E Amico, J Serpieri, G Cafiero, W J Baars, S Discetti, A Ianiro
Published in: Measurement Science and Technology, Issue 36, 2025, Page(s) 045303, ISSN 0957-0233
Publisher: Institute of Physics and the Physical Society
DOI: 10.1088/1361-6501/adbb84

An assessment of event-based imaging velocimetry for efficient estimation of low-dimensional coordinates in turbulent flows

Author(s): Luca Franceschelli, Christian E. Willert, Marco Raiola, Stefano Discetti
Published in: Experimental Thermal and Fluid Science, Issue 164, 2025, Page(s) 111425, ISSN 0894-1777
Publisher: Elsevier BV
DOI: 10.1016/j.expthermflusci.2025.111425

Model-based time super-sampling of turbulent flow field sequences

Author(s): Qihong L. Li-Hu, Patricia García-Caspueñas, Andrea Ianiro, Stefano Discetti
Published in: Physical Review Fluids, Issue 10, 2025, ISSN 2469-990X
Publisher: American Physical Society (APS)
DOI: 10.1103/2lqd-g9mt

An end-to-end KNN-based PTV approach for high-resolution measurements and uncertainty quantification

Author(s): Iacopo Tirelli, Andrea Ianiro, Stefano Discetti
Published in: Experimental Thermal and Fluid Science, 2022, ISSN 0894-1777
Publisher: Elsevier BV
DOI: 10.1016/j.expthermflusci.2022.110756

Roadmap on signal processing for next generation measurement systems

Author(s): Dimitris K. Iakovidis; Melanie Ooi; Ye Chow Kuang; Serge Demidenko; Serge Demidenko; Alexandr Shestakov; Vladimir Sinitsin; Manus Henry; Manus Henry; Andrea Sciacchitano; Stefano Discetti; Silvano Donati; Michele Norgia; Andreas Menychtas; Ilias Maglogiannis; Selina Wriessnegger; Luis Alberto Barradas Chacon; George Dimas; Dimitris Filos; Dimitris Filos; Anthony H. Aletras; Anthony H. Aletras; Joh
Published in: Measurement Science and Technology, 2022, ISSN 0957-0233
Publisher: Institute of Physics and the Physical Society
DOI: 10.1088/1361-6501/ac2dbd

Actuation manifold from snapshot data

Author(s): Luigi Marra, Guy Y. Cornejo Maceda, Andrea Meilán-Vila, Vanesa Guerrero, Salma Rashwan, Bernd R. Noack, Stefano Discetti, Andrea Ianiro
Published in: Journal of Fluid Mechanics, Issue 996, 2024, ISSN 0022-1120
Publisher: Cambridge University Press
DOI: 10.1017/jfm.2024.593

Denoising image-based experimental data without clean targets based on deep autoencoders

Author(s): Feng Gu, Stefano Discetti, Yingzheng Liu, Zhaomin Cao, Di Peng
Published in: Experimental Thermal and Fluid Science, Issue 156, 2024, Page(s) 111195, ISSN 0894-1777
Publisher: Elsevier BV
DOI: 10.1016/j.expthermflusci.2024.111195