Joint event Euromech Colloquium on Data-Driven Fluid Dynamics/2nd ERCOFTAC Workshop on Machine Learning for Fluid Dynamics.

We are thrilled to invite you to join us in London, UK, from the 2nd to the 4th of April 2025 for the first EuroMech/ERCOFTAC joint conference bringing together communities from the Fluid Mechanics, Applied Mathematics, and Machine Learning. We will be gathering at the historic Mary Ward House, 5-7 Tavistock Place, London, WC1H 9SN.

We are excited to welcome our keynote speakers :

• Prof. Mark Girolami , Chief Scientist of The Alan Turing Institute and Professor at Cambridge University, who will kick off the conference,
• Prof. Steven Brunton , James B. Morrison Endowed Career Development Professor in Mechanical Engineering at the University of Washington,
• Prof. Petros Koumoutsakos , Herbert S. Winokur, Jr. Professor of Computing in Science and Engineering at Harvard University,
• Prof. Beverley McKeon , Professor of Mechanical Engineering at Stanford University.

Additionally, a panel discussion chaired by Dr. Neil Ashton (NVIDIA, Distinguished CAE Product Architect) will further enrich the event.

This conference will cover a wide range of topics, including:

1. Physics-aware machine learning;
2. Data assimilation;
3. Model discovery;
4. Reduced-order modelling;
5. Scientific machine learning;
6. Digital twins;
7. Turbulence modelling;
8. Flow control;
9. …and more.

We look forward to seeing your groundbreaking work presented in London.

Selected talks will be invited to submit a journal paper to special issues of Data-Centric Engineering (Cambridge University Press), and Flow, Turbulence and Combustion (Springer), based on their alignment with the journal scopes. All submissions will go through peer review process according to each journal's guidelines.

Important dates

The key deadlines are

• Abstract Submission : December 9, 2024, 23.59 UK time
• Early Bird Registration : Until February 4, 2025
• Normal Registration : February 5 – March 11, 2025
• Late Registration : March 12 – April 2, 2025
• Online Registration : Until April 2, 2025

If you are a presenting author and have not yet registered and paid the conference fee, please may we ask to do so by the deadline of 28th February 23.59 UK time. Unfortunately, failure to register and complete the payment by the deadline will result in the withdrawal of the abstract, as we wish to offer the opportunity to presenters on the reserve list.

For additional details, please refer to the official fee schedule page .

Prizes

The conference will offer awards for the best presentations as follows:

• 1st Prize :  400 EUR
• 2nd Prize : 200 EUR
• 3rd Prize : 100 EUR

Please note that awards may be issued either by bank transfer, based on the awardee's provided bank details, or as Amazon vouchers or similar. The format and exact amounts of the prizes may also vary, depending on the number of parallel sessions conducted during the conference.

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Conference Organizers:

• Prof. Luca Magri – Imperial College London, The Alan Turing Institute, Politecnico di Torino (EUROMECH), chair
• Dr. Georgios Rigas – Imperial College London (ERCOFTAC)

Scientific Committee:

• Prof. Ricardo Vinuesa – KTH Royal Institute of Technology (EUROMECH)
• Prof. Peter Schmid – King Abdullah University of Science and Technology (KAUST) (EUROMECH)
• Prof. Luca Biferale – University of Rome Tor Vergata (EUROMECH)
• Prof. Taraneh Sayadi – Conservatoire National Arts et Metiers (le CNAM) (EUROMECH)
• Prof. Paola Cinnella – Sorbonne University (ERCOFTAC)
• Prof. Maria Vittoria Salvetti – University of Pisa (ERCOFTAC)

Local organizing committee:

• Dr. Andrea Novoa Martinez , Imperial College London
• Dr. Antonio Colanera , Politecnico di Torino
• Elise Özalp , Imperial College London
• Defne Ozan , Imperial College London

With thanks to