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. Margaux Boxho
  2. Sotirios Catsoulis
  3. Paola Cinnella
  4. Andrew Cleary
  5. Guy Cornejo Maceda
  6. Nicholas Daultry Ball
  7. Pietro De Palma
  8. Anh Khoa Doan
  9. Lloyd Fung
  10. Laurence Griffiths
  11. Priyam Gupta
  12. Juan Guzman-Inigo
  13. Thomas Hunter
  14. Yongyun Hwang
  15. Solkeun Jee
  16. Javier Jimenez
  17. Sylvain Laizet
  18. Adrien Lefauve
  19. Xiaodong Li
  20. Alex Liberzon
  21. Luigi Marra
  22. Miguel Martinez Valero
  23. Ricard Montalà
  24. Alicia Rodríguez-Asensio
  25. Matteo Rosellini
  26. Maria Vittoria Salvetti
  27. Julio Soria
  28. Iacopo Tirelli
  29. Aaron Towne
  30. Xiao Xue
  31. Nick Zang
  32. Junjie Zhang
  33. Dao Zhou
  34. 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. Christoffer Hansen
  66. Isa Helal
  67. Benjamin Herrmann
  68. Faron Hesse
  69. Tom Hickling
  70. Simone Hochgreb
  71. Miranda Horne
  72. Zhao Hou
  73. Guangyuan (Dennis) Huang
  74. Fabian Hübenthal
  75. David Huergo
  76. Kacper Janczuk
  77. Seohee Jang
  78. Paul Jeanney
  79. Richard Jefferson-Loveday
  80. Sankalp Jena
  81. Patrick Jenny
  82. Peter Jimack
  83. George Klavaris
  84. Roman Klopsch
  85. Bjoern Klose
  86. Jan Krautter
  87. Jai Kumar
  88. Dibyakanti Kumar
  89. Nishant Kumar
  90. Oleksandr Kyriienko
  91. Christian Lagemann
  92. Esther Lagemann
  93. Ana Larrañaga
  94. Marco Laudato
  95. Alexander Lavin
  96. Howon Lee
  97. Nicolas Lepage
  98. Chun Lam Li
  99. Haoyan Li
  100. Mario Lino
  101. Bjoern List
  102. Hamish Lister
  103. Kevin Liu
  104. Alexander Lobbe
  105. Didier Lucor
  106. Jonas Luther
  107. Osama Maklad
  108. Iva Manojlović
  109. Riccardo Margheritti
  110. Javier Martínez Rubio
  111. Olaf Marxen
  112. Jonathan Massey
  113. Ryley Mcconkey
  114. Scott Mcisaac
  115. Elisabetta Merico
  116. Mir Hamed Mohafez
  117. Babak Mohammadikalakoo
  118. Andrew Mole
  119. Thomas Monahan
  120. Vincent Mons
  121. Benjamin Moore
  122. Iraj Mortazavi
  123. Tom Moussie
  124. Soufiane Mrini
  125. Benjamin Musci
  126. Salvador Navarro-Martinez
  127. Andrea Nóvoa
  128. Kasia Nowakowska
  129. Kilian Oberleithner
  130. Joseph O'Connor
  131. Ivan Olarte Rodriguez
  132. Anand Oza
  133. Adrian Padilla-Segarra
  134. Alberto Padovan
  135. Jacob Page
  136. Andrei Paleyes
  137. Shaowu Pan
  138. Jonas Pangerl
  139. George Papadakis
  140. Viraj Patel
  141. Daniele Petronio
  142. Cristiano Pimenta
  143. Moreno Pintore
  144. Stefan Posch
  145. Lisa Prahl Wittberg
  146. Pawel Przytarski
  147. Manuel Ratz
  148. Joshua Rawden
  149. Andrin Rehmann
  150. Saleh Rezaeiravesh
  151. Gianluigi Rozza
  152. Dylan Rubini
  153. Ettore Saetta
  154. Amine Saibi
  155. Ladan Salari
  156. Saeed Salehi
  157. Marcial Sanchis
  158. Mohammed Sardar
  159. Luca Saverio
  160. Jamie Saw
  161. Taraneh Sayadi
  162. Stijn Schepers
  163. Anna Schwarz
  164. Onofrio Semeraro
  165. Arindam Sengupta
  166. Yazhou Shen
  167. Gorka S. Larraona
  168. Douglas Smith
  169. Nithin Somasekharan
  170. Filippo Spiga
  171. Pedro Stefanin Volpiani
  172. Sean Stokes
  173. Kristaps Stolarovs
  174. Sean Symon
  175. Kunihiko Taira
  176. Tianning Tang
  177. Hui Tang
  178. Renzhi Tian
  179. Matteo Tomasetto
  180. Niccolò Tonicello
  181. Niccolò Tonioni
  182. Nicholas Treleaven
  183. Giovanni Tretola
  184. Filotas Tziaros
  185. Adam Venter
  186. Rens Vermeulen
  187. Luke Vernon
  188. Tristan Villanueva
  189. Peter Vincent
  190. Domagoj Vlah
  191. Konstantina Vogiatzaki
  192. Marie-Christine Volk
  193. Jakob Von Saldern
  194. Den Waidmann
  195. Andrew Wallis
  196. Shuo Wang
  197. Yifei Wang
  198. Shaofan Wang
  199. Zhong-Nan Wang
  200. Yanqi Wang
  201. Owen Wastell
  202. Alastair West
  203. Xiang Yang
  204. Tao Yang
  205. Matteo Zancanaro
  206. Dmitriy Zhigunov
  207. Yunpeng Zhu
  208. 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 93
France 35
United States 23
Italy 19
Germany 17
Netherlands 11
Spain 10
Sweden 6
Switzerland 6
Belgium 4
China 4
Denmark 3
Korea South 2
Australia 2
Croatia 2
Chile 1
India 1
Israel 1
Austria 1
South Africa 1
Total 242