WG3- Hybrid Physics-Based Data-Driven Models

OBJECTIVES

This Working Group is at the forefront of innovative research, bridging the gap between theoretical understanding and practical applications in renewable synthetic fuels' combustion. Our multidisciplinary team focuses on integrating first principles and data-driven approaches to design accurate and efficient models.

By leveraging diverse data streams, we create hybrid models that enhance the predictive power of combustion simulations.

PARAMETRIZE

sub-grid quantities of interest in realistic combustion systems efficiently.

DESIGN

simulations of advanced combustion technologies using hybrid models, exploring a wide range of operating conditions.

DEVELOP

reduced-order models for specific quantities related to RSF combustion, such as pollutant emissions and system stability.

MEMBERS

Name	Country
Prof Wojciech ADAMCZYK	Poland
Prof Ville VUORINEN	Finland
Dr Viktor JÓZSA	Hungary
Dr Anes KAZAGIC	Bosnia & Herzegovina
Dr Benedicte CUENOT	France
Dr Charalambos CHASOS	Cyprus
Dr George SKEVIS	Greece
Dr Francesca DE DOMENICO	Netherlands
Prof Francesco CONTINO	Belgium
Prof Kevin VAN GEEM	Belgium
Dr Lucia GIARRACCA-MEHL	France
Dr Stephen DOOLEY	Ireland
Prof Ana PEREIRA	Portugal
Prof Christophe DUWIG	Sweden
Dr Federica FERRARO	Germany
Prof Heinz PITSCH	Germany
Dr Nguyen Anh Khoa DOAN	Netherlands
Prof Elena VERDOLINI	Italy
Prof Fabian MAUSS	Germany
Prof Florence VERMEIRE	Belgium
Dr Karine TRUFFIN	France
Prof Katarzyna BIZON	Poland
Prof Luc VERVISCH	France
Dr Pasquale Eduardo LAPENNA	Italy
Dr Soledad LE CLAINCHE	Spain
Dr Riccardo MALPICA GALASSI	Italy
Prof Ricardo VINUESA	Sweden
Prof Aurélie BELLEMANS	Belgium
Dr Davide BAROLI	Switzerland
Prof Eduard PETLENKOV	Estonia
Prof Michael MULTERER	Switzerland
Prof Paola CINNELLA	France
Prof Andrea IANIRO	Spain
Dr Elizabeth CROSS	United Kingdom
Ms Luisa CASTELLANOS	Belgium
Dr Phuc-Danh NGUYEN	France
Mr Salvatore IAVARONE	Belgium
Prof Stefano DISCETTI	Spain

GET INVOLVED

Are you passionate about integrating physics and data-driven approaches to solve complex combustion challenges? Join our diverse team of researchers and industry professionals to contribute to cutting-edge advancements in hybrid modeling.

JOIN US HERE

Av. Adolphe Buyl, 50, 1050 Bruxelles
cypher.costaction@gmail.com

COST

COST (European Cooperation in Science and Technology) is a funding agency for research and innovation networks. Our Actions help connect research initiatives across Europe and enable scientist to grow their ideas by sharing them with their peers. This boosts their research, career and innovation.