ENabling sustainable COmbustion technologies using hybrid physics-based Data-driven modelING

Project Information

ENCODING

Grant agreement ID: 101072779

DOI

10.3030/101072779

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

€ 2 645 172,00

Coordinated by

UNIVERSITE LIBRE DE BRUXELLES
Belgium

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

Websites, patent fillings, videos etc. (1)

ENCODING website

ENCODING website online.

Other (1)

Project newsletter

Publications

Peer reviewed articles (9)

The influence of MILD-to-flame transition on stabilization, reactive structures, and emissions of NH3/H2 mixtures in a semi-industrial furnace

Author(s): Ebrahim Rahmani, Natalia Cid, M. Mustafa Kamal, Axel Coussement, Alessandro Parente, Marco Lubrano Lavadera
Published in: Combustion and Flame, 2026, ISSN 1556-2921
Publisher: Elsevier
DOI: 10.1016/J.COMBUSTFLAME.2025.114687

PLoS ONE

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

A data-driven approach to refine the partially stirred reactor closure for turbulent premixed flames

Author(s): Piu, Lorenzo; Péquin, Arthur; Freitas, Rodolfo S. M.; Iavarone, Salvatore; Pitsch, Heinz; Parente, Alessandro
Published in: Flow, Turbulence and Combustion, 2024, ISSN 1573-1987
Publisher: Springer
DOI: 10.1007/S10494-024-00626-3

Scale-down of a cyclonic flow field under MILD combustion

Author(s): Vicente Castro, Vincenzo Rosati, Giovanni Battista Ariemma, Pino Sabia, Giancarlo Sorrentino, Raffaele Ragucci, Mara de Joannon
Published in: Proceedings of the Combustion Institute, Issue 41, 2025, ISSN 1540-7489
Publisher: Elsevier BV
DOI: 10.1016/J.PROCI.2025.105911

Accelerating mixing controlled turbulent combustion simulations with hybrid Navier–Stokes/ANN scalar-solvers

Author(s): Francesco Cenvinzo, Alberto Procacci, Alessandro Parente, Pascale Domingo, Luc Vervisch
Published in: Applications in Energy and Combustion Science, Issue 25, 2026, ISSN 2666-352X
Publisher: Elsevier BV
DOI: 10.1016/J.JAECS.2025.100453

Ammonia/hydrogen non-premixed turbulent jet flames stabilized on a hot and diluted co-flow burner

Author(s): Lele Ren, Adamu Alfazazi, Aurora Maffei, Sonu Kumar, Heinz Pitsch, Bassam Dally
Published in: Combustion and Flame, Issue 285, 2026, ISSN 0010-2180
Publisher: Elsevier BV
DOI: 10.1016/J.COMBUSTFLAME.2025.114741

Towards real-time digital twins of combustion systems via soft-clustered local reduced-order models

Author(s): Chiara Novelli, Alberto Procacci, Lorenzo Giuntini, Alessandro Piscopo, Axel Coussement, Alessandro Parente
Published in: Applications in Energy and Combustion Science, Issue 25, 2026, ISSN 2666-352X
Publisher: Elsevier BV
DOI: 10.1016/J.JAECS.2026.100466

Continuously-staged NH3 oxidation in a stagnation-point reverse-flow combustor for low NOx emissions

Author(s): Lorenzo Giuntini, Chiara Novelli, Mustafa Kamal, Marianna Cafiero, Chiara Galletti, Axel Coussement, Alessandro Parente
Published in: Proceedings of the Combustion Institute, 2024, ISSN 1873-2704
Publisher: Elsevier Ltd.
DOI: 10.1016/j.proci.2024.105674

Sparse Sensor Placement for a Cyclonic Burner under MILD Combustion Conditions

Author(s): Vincenzo Rosati, Giovanni Battista Ariemma, Giancarlo Sorrentino, Raffaele Ragucci, Mara de Joannon
Published in: Flow, Turbulence and Combustion, Issue 116, 2026, ISSN 1386-6184
Publisher: Springer Science and Business Media LLC
DOI: 10.1007/S10494-026-00733-3

Other (3)

DNS Database at Half Resolution for MILD Combustion of Renewable Fuel Mixtures in a Temporally-Evolving Mixing Layer

Author(s): Lorenzo Frascino, Gondolfo Scialabba, Hongchao Chu, Heinz Pitsch
Published in: Zenodo, 2025
Publisher: Zenodo
DOI: 10.5281/ZENODO.15575682

ENCODING website

Software - aPriori: a Python package to process Direct Numerical Simulations

Author(s): Lorenzo Piu
Published in: 2024
Publisher: Github
DOI: 10.5281/ZENODO.13793623