Groundbreaking tools and models to reduce air pollution in urban areas

Project Information

MODELAIR

Grant agreement ID: 101072559

DOI

10.3030/101072559

EC signature date 6 July 2022

Start date 1 January 2023

End date 31 December 2026

Funded under

• Marie Skłodowska-Curie Actions (MSCA)

Total cost

No data

EU contribution

€ 2 685 400,80

Coordinated by

UNIVERSIDAD POLITECNICA 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 .

Deliverables

Documents, reports (5)

Performance of new tools for dimensionality reduction and flow patterns identifica-tion in urban flows.

Performance of new tools for dimensionality reduction and flow patterns identifica-tion in urban flows.Lead: UPM and ULB

Review and results of activities in TC2.
Review and results of activities in TC3.

Review and results of activities in TC3.Lead: ARUP

Comparison of numerical and experimental databases and validation of CFD solvers.

Comparison of numerical and experimental databases and validation of CFD solv-ers.Lead: KTH and UoB

Review and results of activities in TC1.

Review and results of activities in TC1.LEAD: Air quality consultants

Other (3)

Numerical databases (velocity fields).
Project Newsletter Interim

Project Newsletter.Lead: UPM

Experimental databases (velocity fields).

Websites, patent fillings, videos etc. (1)

Website

Web portal

Publications

Peer reviewed articles (15)

A review of ABL modelling in RANS simulations: Inlet conditions and turbulence models

Author(s): Emanuele Bombardi, Alessandro Gambale, Alessandro Parente
Published in: Building and Environment, Issue 283, 2025, ISSN 0360-1323
Publisher: Elsevier BV
DOI: 10.1016/J.BUILDENV.2025.113251

LC-SVD-DLinear: A low-cost physics-based hybrid machine learning model for data forecasting using sparse measurements

Author(s): Ashton Hetherington; Javier López Leonés; Soledad Le Clainche
Published in: Expert Systems with Applications, 2025
Publisher: ELSEVIER
DOI: 10.2139/SSRN.5142022

Eigenhearts: Cardiac diseases classification using eigenfaces approach

Author(s): Nourelhouda Groun; María Villalba-Orero; Lucia Casado-Martin; Enrique Lara Pezzi; Eusebio Valero; Soledad Le Clainche; Jesús Garicano-Mena
Published in: Computers in Biology and Medicine, 2025
Publisher: CORNELL UNIVERSITY
DOI: 10.48550/ARXIV.2411.16227

A clustering-based domain decomposition framework for reduced-order modeling: Application to atmospheric boundary layer flows

Author(s): Haoyan Li; Alberto Procacci; Sampath Kumar Raghunathan Srikumar; Gabriele Mosca; Alessandro Gambale; Alessandro Parente
Published in: Physics of Fluids, 2025
Publisher: AIP PUBLISHING
DOI: 10.1063/5.0281638

Generalization capabilities and robustness of hybrid models grounded in physics compared to purely deep learning models

Author(s): R. Abadía-Heredia; A. Corrochano; M. Lopez-Martin; S. Le Clainche
Published in: Physics of Fluids, 2025
Publisher: CORNELL UNIVERSITY
DOI: 10.48550/ARXIV.2404.17884

Pressure as boundary curvature: A variational approach to potential flows

Author(s): M. Sanchis-Agudo, R. Vinuesa
Published in: Physics of Fluids, Issue 37, 2025, ISSN 1070-6631
Publisher: AIP Publishing
DOI: 10.1063/5.0286411

Easy attention: A simple attention mechanism for temporal predictions with transformers

Author(s): Marcial Sanchis-Agudo, Yuning Wang, Roger Arnau, Luca Guastoni, Jasmin Lim, Karthik Duraisamy, Ricardo Vinuesa
Published in: APL Computational Physics, Issue 1, 2025, ISSN 3066-0017
Publisher: AIP Publishing
DOI: 10.1063/5.0284085

A new method based on physical patterns to impute aerobiological datasets

Author(s): Sofia Tagliaferro, Adrián Corrochano, Pierpaolo Marchetti, Alessandro Marcon, Soledad Le Clainche
Published in: PLOS ONE, Issue 19, 2024, ISSN 1932-6203
Publisher: Public Library of Science (PLoS)
DOI: 10.1371/journal.pone.0314005

Indirectly Parameterized Concrete Autoencoders

Author(s): Alfred Nilsson; Klas Wijk; Sai Bharath Chandra Gutha; Erik Englesson; Alexandra Hotti; Carlo Saccardi; Oskar Kviman; Jens Lagergren; Ricardo Vinuesa; Hossein Azizpour
Published in: CoRR, 2024
Publisher: CORNELL UNIVERSITY
DOI: 10.48550/ARXIV.2403.00563

A low-cost singular value decomposition-based data assimilation technique for analysis of heterogeneous combustion data

Author(s): P. Pillai; A. I. Hetherington; L. Saavedra; S. Le Clainche
Published in: Physics of Fluids, 2025
Publisher: CORNELL UNIVERSITY
DOI: 10.48550/ARXIV.2503.24064

Flow Control with Data-Driven Approaches

Author(s): Corrochano, A.; Le Clainche, S.
Published in: 9th European Congress on Computational Methods in Applied Sciences and Engineering, 2024
Publisher: ECCOMAS
DOI: 10.23967/ECCOMAS.2024.085

Inverse Problems with Diffusion Models: A MAP Estimation Perspective

Author(s): Sai Bharath Chandra Gutha; Ricardo Vinuesa; Hossein Azizpour
Published in: 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2025
Publisher: CORNELL UNIVERSITY
DOI: 10.48550/ARXIV.2407.20784

On deep-learning-based closures for algebraic surrogate models of turbulent flows

Author(s): Benet Eiximeno; Marcial Sanchis-Agudo; Arnau Miró; Ivette Rodriguez; Ricardo Vinuesa; Oriol Lehmkuhl
Published in: Journal of Fluid Mechanics, 2025
Publisher: CORNELL UNIVERSITY
DOI: 10.48550/ARXIV.2412.04239

Evaluating Forecast Divergence in Fluid Dynamics: A Metric for Autoregressive Models in the Absence of True Solution Data

Author(s): Abadía-Heredia, R.; Lopez-Martín, M.; Le Clainche, S.
Published in: 9th European Congress on Computational Methods in Applied Sciences and Engineering, 2024
Publisher: ECCOMAS
DOI: 10.23967/ECCOMAS.2024.086

Low-cost singular value decomposition with optimal sensor placement

Author(s): Ashton Hetherington; Soledad Le Clainche
Published in: Physics of Fluids, 2025
Publisher: CORNELL UNIVERSITY
DOI: 10.48550/ARXIV.2311.09791

Conference proceedings (6)

Diffusion models for optimal sensor placement and sparse reconstruction for simplified urban flows

Author(s): A. Vishwasrao, S. Gutha, A. Patil, K. Wijk, B. McKeon, C. Gorle, H. Azizpour and R. Vinuesa
Published in: CTR Summer Program Proceedings
Publisher: CTR Stanford

Simulation of atmospheric boundary layer in the wind tunnel facility at University of Bristol

Author(s): Taouil, Nada, Lim, H.D., Zang, B. and Azarpeyvand, Mahdi
Published in: Issue 14th UK Conference on Wind Engineering, 2024
Publisher: University of Southampton
DOI: 10.5258/WES/P0016

Indirectly Parameterized Concrete Autoencoders

Author(s): Alfred Nilsson, Klas Wijk, Sai bharath chandra Gutha, Erik Englesson, Alexandra Hotti, Carlo Saccardi, Oskar Kviman, Jens Lagergren, Ricardo Vinuesa, Hossein Azizpour
Published in: International Conference on Machine Learning 2024
Publisher: ICML
DOI: 10.5555/3692070.3693620

Auto-tuning Multi-GPU High-Fidelity Numerical Simulations for Urban Air Mobility

Author(s): Konstantina Koliogeorgi; George Anagnostopoulos; Gerardo Zampino; Marcial Sanchis; Ricardo Vinuesa; Sotirios Xydis
Published in: 2024 Design, Automation & Test in Europe Conference & Exhibition (DATE)
Publisher: DATE
DOI: 10.23919/DATE58400.2024.10546549

Inverse Problems with Diffusion Models: A MAP Estimation Perspective

Author(s): Sai Bharath Chandra Gutha, Ricardo Vinuesa, Hossein Azizpour
Published in: IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)
Publisher: IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

Auto-tuning Multi-GPU High-Fidelity Numerical Simulations for Urban Air Mobility

Author(s): Konstantina Koliogeorgi, George Anagnostopoulos, Gerardo Zampino, Marcial Sanchis, Ricardo Vinuesa, Sotirios Xydis
Published in: 2024 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2024
Publisher: IEEE
DOI: 10.23919/DATE58400.2024.10546549