COLLOQUIUM 629
Data-driven fluid mechanics

2 April — 4 April 2025, London,UK

Final Report

Dates and location

2 April — 4 April 2025, London,UK

Chairperson

Luca Magri

Co-chairperson

Georgios Rigas

Conference fees

  • early bird registration fee : 520.00 €
  • early bird PhD student : 420.00 €
  • regular registration fee: 620.00 €
  • regular PhD student: 520.00 €
  • late registration fee: 700.00 €
  • late PhD student: 730.00 €
  • online registration fee: 300.00 €

What other funding was obtained?

N/A

What were the participants offered?

Lunch, drinks reception, talks, panel sessions, etc.

Applicants (members)

  1. Panagiotis Alexandrou
  2. Margaux Boxho
  3. Sotirios Catsoulis
  4. Paola Cinnella
  5. Andrew Cleary
  6. Guy Cornejo Maceda
  7. Nicholas Daultry Ball
  8. Pietro De Palma
  9. Anh Khoa Doan
  10. Lloyd Fung
  11. Laurence Griffiths
  12. Priyam Gupta
  13. Juan Guzman-Inigo
  14. Thomas Hunter
  15. Yongyun Hwang
  16. Solkeun Jee
  17. Javier Jimenez
  18. Sylvain Laizet
  19. Adrien Lefauve
  20. Xiaodong Li
  21. Alex Liberzon
  22. Luigi Marra
  23. Miguel Martinez Valero
  24. Ricard Montalà
  25. Tom Moussie
  26. Alicia Rodríguez-Asensio
  27. Matteo Rosellini
  28. Maria Vittoria Salvetti
  29. Julio Soria
  30. Iacopo Tirelli
  31. Aaron Towne
  32. Xiao Xue
  33. Nick Zang
  34. Junjie Zhang
  35. Dao Zhou
  36. Xiaojue Zhu

Applicants (non members)

  1. Mahdi Abkar
  2. Usamah Adia
  3. Lionel Agostini
  4. Blessing Mojisola Akinpelu
  5. Azza Algatheem
  6. Sergio Augusto Angelini
  7. Alessandro Angioi
  8. Intesaaf Ashraf
  9. Neil Ashton
  10. Iliass Azijli
  11. Vikram Bajaj
  12. Giacomo Baldan
  13. Nausheen Basha
  14. Vittorio Bauduin
  15. Nikos Bempedelis
  16. Luca Biferale
  17. Owen Brook
  18. Michele Alessandro Bucci
  19. Tyler Buchanan
  20. Uttam Cadambi Padmanaban
  21. Gioacchino Cafiero
  22. Clément Caillaud
  23. Magnus Carlsson
  24. Andrea Carlucci
  25. Lidia Caros
  26. Maxime Casanova
  27. Andrea Cassinelli
  28. Giorgio Maria Cavallazzi
  29. Marco Cayuela
  30. Oussama Chaib
  31. Chotirawee Chatpattanasiri
  32. Adam Clarke
  33. Oluwaseun Coker
  34. Antonio Colanera
  35. Tim Colonius
  36. Riccardo Consonni
  37. Ginevra Covoni
  38. Alireza Darzi
  39. Daniel Dehtyriov
  40. Simon Demange
  41. Lou Denis
  42. Grégory Dergham
  43. Gregor Doehner
  44. Wouter Edeling
  45. Morgane Evin
  46. Gianmarco Farro
  47. Urban Fasel
  48. Hossein Fatahian
  49. Eliana Fausti
  50. Jose Florido
  51. Tobias Flynn
  52. Enrico Foglia
  53. Matthias Franke
  54. André Freitas
  55. Marian Fuchs
  56. Blanca Fuentes Monjas
  57. Wilfried Genuist
  58. Lucas Gerken Starepravo
  59. Alessandro Giannotta
  60. Alexis Giauque
  61. Georgios Goinis
  62. Thomas Goode
  63. Harshinee Goordoyal
  64. Lou Guerin
  65. Lou Guérin
  66. Christoffer Hansen
  67. Isa Helal
  68. Benjamin Herrmann
  69. Faron Hesse
  70. Tom Hickling
  71. Simone Hochgreb
  72. Miranda Horne
  73. Zhao Hou
  74. Guangyuan (Dennis) Huang
  75. Fabian Hübenthal
  76. David Huergo
  77. Kacper Janczuk
  78. Seohee Jang
  79. Paul Jeanney
  80. Richard Jefferson-Loveday
  81. Sankalp Jena
  82. Patrick Jenny
  83. Peter Jimack
  84. George Klavaris
  85. Roman Klopsch
  86. Bjoern Klose
  87. Jan Krautter
  88. Jai Kumar
  89. Dibyakanti Kumar
  90. Nishant Kumar
  91. Oleksandr Kyriienko
  92. Esther Lagemann
  93. Christian Lagemann
  94. Ana Larrañaga
  95. Marco Laudato
  96. Alexander Lavin
  97. Howon Lee
  98. Nicolas Lepage
  99. Chun Lam Li
  100. Haoyan Li
  101. Mario Lino
  102. Bjoern List
  103. Hamish Lister
  104. Kevin Liu
  105. Alexander Lobbe
  106. Didier Lucor
  107. Didier Lucor
  108. Jonas Luther
  109. Osama Maklad
  110. Iva Manojlović
  111. Iva Manojlović
  112. Riccardo Margheritti
  113. Javier Martínez Rubio
  114. Olaf Marxen
  115. Jonathan Massey
  116. Ryley Mcconkey
  117. Scott Mcisaac
  118. Elisabetta Merico
  119. Mir Hamed Mohafez
  120. Babak Mohammadikalakoo
  121. Andrew Mole
  122. Thomas Monahan
  123. Vincent Mons
  124. Benjamin Moore
  125. Iraj Mortazavi
  126. Tom Moussie
  127. Soufiane Mrini
  128. Benjamin Musci
  129. Salvador Navarro-Martinez
  130. Andrea Nóvoa
  131. Kasia Nowakowska
  132. Kilian Oberleithner
  133. Joseph O'Connor
  134. Ivan Olarte Rodriguez
  135. Anand Oza
  136. Adrian Padilla-Segarra
  137. Alberto Padovan
  138. Jacob Page
  139. Andrei Paleyes
  140. Shaowu Pan
  141. Jonas Pangerl
  142. George Papadakis
  143. Viraj Patel
  144. Daniele Petronio
  145. Cristiano Pimenta
  146. Moreno Pintore
  147. Stefan Posch
  148. Lisa Prahl Wittberg
  149. Pawel Przytarski
  150. Manuel Ratz
  151. Joshua Rawden
  152. Andrin Rehmann
  153. Saleh Rezaeiravesh
  154. Gianluigi Rozza
  155. Dylan Rubini
  156. Ettore Saetta
  157. Amine Saibi
  158. Amine Saibi
  159. Ladan Salari
  160. Saeed Salehi
  161. Marcial Sanchis
  162. Mohammed Sardar
  163. Luca Saverio
  164. Jamie Saw
  165. Taraneh Sayadi
  166. Stijn Schepers
  167. Anna Schwarz
  168. Onofrio Semeraro
  169. Arindam Sengupta
  170. Yazhou Shen
  171. Gorka S. Larraona
  172. Douglas Smith
  173. Nithin Somasekharan
  174. Nithin Somasekharan
  175. Filippo Spiga
  176. Pedro Stefanin Volpiani
  177. Sean Stokes
  178. Kristaps Stolarovs
  179. Sean Symon
  180. Kunihiko Taira
  181. Tianning Tang
  182. Hui Tang
  183. Test Test
  184. Renzhi Tian
  185. Matteo Tomasetto
  186. Niccolò Tonicello
  187. Niccolò Tonioni
  188. Niccolò Tonioni
  189. Nicholas Treleaven
  190. Giovanni Tretola
  191. Filotas Tziaros
  192. Adam Venter
  193. Rens Vermeulen
  194. Luke Vernon
  195. Tristan Villanueva
  196. Peter Vincent
  197. Domagoj Vlah
  198. Konstantina Vogiatzaki
  199. Marie-Christine Volk
  200. Jakob Von Saldern
  201. Den Waidmann
  202. Andrew Wallis
  203. Yifei Wang
  204. Shaofan Wang
  205. Shuo Wang
  206. Zhong-Nan Wang
  207. Shuo Wang
  208. Yanqi Wang
  209. Owen Wastell
  210. Alastair West
  211. Tao Yang
  212. Xiang Yang
  213. Matteo Zancanaro
  214. Dmitriy Zhigunov
  215. Yunpeng Zhu
  216. Lu Zhu

Scientific report

The inaugural EuroMech/ERCOFTAC Joint Conference successfully took place in London, UK, from April 2nd to 4th, 2025. The event served as a significant platform for the convergence of diverse communities from Fluid Mechanics, Applied Mathematics, and Machine Learning, effectively fostering collaboration at the intersection of these disciplines.

The conference featured a scientific programme comprising about 186 high-quality presentations, selected following a rigorous peer-review process. This included 45 high-impact “punch talks” of 5 minutes and 141 comprehensive full-length talks of 15 minutes. The event attracted over 250 in-person participants from a wide array of international locations, including the UK, USA, Italy, France, Germany, Switzerland, Spain, the Netherlands, Saudi Arabia, Australia, Belgium, Hong Kong, South Korea, Denmark, Chile, Sweden, Austria, and Israel. Attendees represented a broad spectrum of institutions, spanning academia, national laboratories, and industry.

The three-day programme was structured around three parallel sessions, complemented by four keynote lectures and a dedicated panel discussion. The technical presentations and discussions explored a range of cutting-edge topics, including data assimilation, model discovery, reduced-order modelling, scientific machine learning and its theoretical underpinnings, digital twins, turbulence modelling, flow control and reinforcement learning, physics-constrained adaptive learning, exascale computing and machine learning, and diverse applications across science and engineering.

The conference was privileged to host four distinguished keynote speakers who provided state-of-the-art and diverse perspectives on the development and application of data-driven methods in fluid mechanics:

  • Prof. Mark Girolami, Chief Scientist at The Alan Turing Institute and Professor at the University of Cambridge.
  • 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.

A highlight of the programme was the panel discussion titled “The Future of Science and Fluid Mechanics in an AI Era”. Chaired by Dr. Neil Ashton (Distinguished CAE Product Architect, NVIDIA), the panel brought together leading experts: Paola Cinnella (Sorbonne), Tim Colonius (Caltech), Gianluca Iaccarino (Stanford), Petros Koumoutsakos (Harvard), Luca Magri (Imperial), Beverley McKeon (Stanford), and Taraneh Sayadi (le CNAM). The discussion addressed the current landscape, identified open challenges, and charted potential future directions for the integration of Artificial Intelligence within the field of fluid mechanics.

Number of participants from each country

Country Participants
United Kingdom 94
France 40
United States 24
Italy 19
Germany 17
Netherlands 12
Spain 10
Sweden 6
Switzerland 6
Belgium 4
China 4
Denmark 3
Croatia 3
Korea South 2
Australia 2
Chile 1
India 1
Israel 1
Austria 1
Afghanistan 1
South Africa 1
Total 252