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Mathematical Foundations of Machine Learning: PDEs, Probability, and Dynamics

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Workshop
From January 07, 2026
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.

Registration deadline 11 / 12 / 2025

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

Joan Bruna | New York University
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
Santiago Galella Goethe University Frankfurt
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
Andrijana Marjanovic University of Belgrade
Tomàs Planelles Alonso Universitat Autònoma de Barcelona
Irfan Ali Ghent University
Salim Boukfal Lazaar Universitat Autònoma de Barcelona
Jordi Levy CSIC
Richard Coll Josifov Universitat Politècnica de Catalunya
Georgios Nikolaos Karelas Universitat Pompeu Fabra
Panagiotis Tselifis ICFO - Institute of Photonic Sciences
Pau Clusella Universitat Politècnica de Catalunya
Renzo Bruera Universitat Politècnica de Catalunya
Xavier Massaneda Universitat de Barcelona
Klaus Wimmer Centre de Recerca Matemàtica
Alexandre Garcia-Duran Centre de Recerca Matemàtica
Mar Giralt Miron Observatoire de Paris - Université PSL
Fatemeh keivani Aalto University
Aleix Massaneda University of Wisconsin–Madison
Yuanxi He Universitat de Barcelona
Kamil Przybyszewski Universitat Politècnica de Catalunya
Frank William Hammond Espinosa Universitat Politècnica de Catalunya
Jordi Riu Pont Universitat de Barcelona
Albert Clop Ponte Universitat de Barcelona
F. Javier Rodríguez Martínez IDIBAPS
carlos Heredia Pimienta Universitat de Barcelona
Andreu Górriz Universitat Autònoma de Barcelona
Jens-Bastian Eppler Centre de Recerca Matemàtica
Cristian Pachón García Universitat Politècnica de Catalunya
Chakir Tajani Abdelmalek Essaadi University
Carlos López-Martínez Universitat Politècnica de Catalunya
Pablo Saez Universitat Politècnica de Catalunya
Rishikesh Yadav Umeå University
Alex Ferrer CIMNE
Guillem Masdemont Universitat Pompeu Fabra
Samir El Karrat Moreno Universitat Autònoma de Barcelona
Giulia Binotto Universitat Autònoma de Barcelona
Jules Roura Universitat Autònoma de Barcelona
Albert López i Serrano

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 

 

For inquiries about this event please contact the Scientific Events Coordinator Ms. Núria Hernández at nhernandez@crm.cat​​

 

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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