Mathematical Foundations of Machine Learning: PDEs, Probability, and Dynamics
to January 09, 2026
Venue: Centre de Recerca Matemàtica
Room: Auditorium
Registration for this activity is free of charge; however, participation must be accepted by the organizers.
To proceed, participants are required to sign in and complete the registration process in advance.
The official notification regarding the acceptance of participation will be sent by 15th December.
DESCRIPTION
The aim of the workshop is not only to bring together a small group of researchers working at the intersection of these fields, but also to introduce a broader audience to the interactions between modern machine learning and tools from partial differential equations, dynamical systems, and probability.
Scientific Committee
Joan Bruna | New York University
Xavier Ros-Oton | Universitat de Barcelona-ICREA-Centre de Recerca Matemàtica
Domènec Ruiz-Balet | Universitat de Barcelona
Speakers
Carles Domingo | Microsoft
Jaume de Dios | ETH Zurich
Xavier Fernàndez-Real | École Polytechnique Fédérale de Lausanne
Borjan Geshkovski | INRIA
Gabor Lugosi | ICREA – Universitat Pompeu Fabra – Barcelona School of Economics
Stéphane Mallat | École Normale Supérieure
Gergely Neu | Universitat Pompeu Fabra
Eulàlia Nualart | Universitat Pompeu Fabra – Barcelona School of Economics
Gabriel Peyré | École Normale Supérieure
Maria Prat | Brown University
Adrià Recasens | DeepMind
Roberto Rubio | Universitat Autònoma de Barcelona
Eric Vanden-Eijnden | Courant Institute of Mathematical Sciences – New York University (NYU)
Lenka Zdeborova | École Polytechnique Fédérale de Lausanne
LIST OF PARTICIPANTS
| Name | Institution |
|---|---|
| JAWAHIRA ZOHRA | The Women University Multan pakistan |
| Federico Poncio | Centre de Recerca Matemàtica |
| Eulalia Nualart | Universitat Pompeu Fabra |
| Max Orteu Capdevila | Free University of Berlin |
| David Romero i Sànchez | Centre de Recerca Matemàtica |
| Joan Verdera | Universitat Autònoma de Barcelona |
| Carlos Boned Riera | Universitat Autònoma de Barcelona |
| Clara Torres Latorre | ICMAT |
| Juan Carlos Cantero | Universitat Autònoma de Barcelona |
| Joan Hernández García | Universitat Autònoma de Barcelona |
| Tomás Sanz Perela | Universitat de Barcelona |
| Javier Sanguino Bautiste | Basque Center for Applied Mathematics |
| JOHN GUZMAN | Pontifical Catholic University of Chile |
| Joan Domingo Pasarin | Universitat de Barcelona |
| Joaquim Ortega Cerdà | Universitat de Barcelona |
| Gerard Codina | Universitat Politècnica de Catalunya |
| Saima Zainab | The Women University Multan, Pakistan |
| Andrea Rocca | University of Pisa |
| Pau Mac an Mhaoir | Universitat de Barcelona |
| Arnau Vivet | Universitat Rovira i Virgili |
| Jaume Capdevila Jové | Universitat Autònoma de Barcelona |
| Pedro Delicado | Universitat Politècnica de Catalunya |
registration
You will be asked to create a CRM web user account before registering to the activity through the following link (please note that it will be necessary to fill in both the personal and academic requested information in the web user intranet):
CRM USER CREATION
Once you have created your CRM user, you can sign in on the activity web page to complete your registration or click on the following link.
REGISTER
Registration for this activity is free of charge; however, participation must be accepted by the organizers.
To proceed, participants are required to sign in and complete the registration process in advance.
The official notification regarding the acceptance of participation will be sent by 15th December.
LODGING INFORMATION
ON-CAMPUS AND BELLATERRA
BARCELONA AND OFF-CAMPUS
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For inquiries about this event please contact the Scientific Events Coordinator Ms. Núria Hernández at nhernandez@crm.cat
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CRM Events code of conduct
All activities organized by the CRM are required to comply with the following Code of Conduct.
CRM Code of Conduct
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