Annual Meeting of 

EMS activity group on

Scientific Machine Learning

 

Dates: 24-26 March 2025

Location: Politecnico di Milano (Aula Rogers)

 

Welcome to the first edition of the Annual Meeting of EMS-AI activity group on Scientific Machine Learning which brings together scientists from mathematics, computer science, and application areas working on computational and mathematical methods in Scientific Machine Learning.

About

 

In recent years, the combination of numerical methods and machine learning has gained an ever-increasing interest as a research field within Numerical Mathematics and Scientific Computing. To further foster this development on a European level, the Topical Activity Group Scientific Machine Learning (SciML) of the European Mathematical Society (EMS TAG SciML) has been established.

This is the first edition of the Annual Meeting of EMS-AI activity group on Scientific Machine Learning which aims at bringing together scientists from mathematics, computer science, and application areas working on computational and mathematical methods in Scientific Machine Learning.

This edition will feature 18 invited talks, as well as two industrial sessions, a roundtable discussion, and a poster session. 

 

Round table discussion

The round-table will explore the interplay between machine learning, applied mathematics and scientific computing. The discussion will focus on enhancing understanding of theoretical frameworks, addressing contemporary challenges, and discussing innovative applications in the industrial and scientific sectors.

Professor Wil Schilders, President of the International Council for Industrial and Applied Mathematics (ICIAM) and Full Professor and Chair of Scientific Computing in Industry at the Department of Mathematics and Computer Science at the Technical University of Eindhoven, will chair the round table.

The panel will feature the following distinguished participants:

• Professor Marco Andreatta, President of the Italian Mathematical Union (UMI) 
• Dr. Carlo Ciancarelli, Head of Observation Systems and Payloads Architectures Dept, Thales Alenia Space
• ⁠Dr. Laura Dovera, Representative of ENI S.p.A
• ⁠Professor Luca Formaggia, President of the Italian Society of Industrial and Applied Mathematics (SIMAI)
• ⁠Dr. Felix Hildebrand, Representative of Robert Bosch GmbH
• ⁠Professor Axel Klawonn, Spokesperson for the Topical Activity Group on Scientific Machine Learning (SciML) of the European Mathematical Society (EMS)
• Professor Cristina Trombetti, President of the National Institute for Advanced Mathematics (INdAM)

  

Invited Speakers

Program

Participation in the workshop is free of charge, but registration is required. 

Deadline for registration: January 31, 2025.

For additional information please contact the organizing committee.

We welcome poster submissions until January 31, 2025.

 

Organizing Committee

P.F. Antonietti, S. Pagani, F. Regazzoni, M. Verani (chair), P. Zunino

MOX - Laboratory for Modeling and Scientific Computing, Department of Mathematics, Politecnico di Milano, Milan, Italy

 

 

Scientific Committee

• Peter Benner, Max Planck Institute for Dynamics of Complex Technical Systems, Magdeburg, Germany
• Bruno Després, Jacques-Louis Lions Laboratory, Sorbonne University, France
• Victorita Dolean, Dept. of Mathematics and Computer Science, Eindhoven University of Technology, Eindhoven, The Netherlands
• Virginie Ehrlacher (Co-Spokesperson), Ecole des Ponts Paris Tech, Paris, France
• Alexander Heinlein, Delft University of Technology, Delft, The Netherlands
• Jan Hesthaven, Chair of Computational Mathematics and Simulation Science, EPFL, Lausanne, Switzerland
• Axel Klawonn (Spokesperson), Chair of Applied Mathematics and Scientific Computing, University of Cologne, Cologne, Germany
• Rolf Krause, Chair for Advanced Scientific Computing, Euler Institute, Università della Svizzera italiana, Lugano, Switzerland
• Olga Mula (Co-Spokesperson), Center for Analysis, Scientific Computing and Applications, Eindhoven University of Technology, Eindhoven, The Netherlands
• Ozan Öktem, Numerik, Optimering, and System, KTH Stockholm, Stockholm, Sweden
• Gianluigi Rozza, SISSA, Trieste, Italy
• Benjamin Sanderse, Department of Scientific Computing, CWI, Amsterdam, The Netherlands
• Marco Verani, MOX - Laboratory for Modeling and Scientific Computing, Department of Mathematics, Politecnico di Milano, Milan, Italy
• Andrea Walther, Department of Mathematics, Humboldt-University of Berlin, Berlin, Germany

 

 

 Venue

Aula Rogers

Building 11, Via Ampère, 2 - 20133 - Milano (MI) 

The workshop is located near Piola subway station on Metro Line 2 (MM2 Green Line). Upon arrival at Piola station, please proceed to the left exit. Continue on via Francesco d'Ovidio for ~30 metres, then turn left onto the walkway towards Via Ampère. Once arrived at Via Ampère, make a right turn, which will lead you to the Faculty of Architecture entrance on your left. 

For those arriving by train, the closest station is Milano Lambrate, which is a 15-minute walk away. The average travel time from Milan Central Station is 16 minutes by metro (MM2 Green Line), while the journey from Milan Cadorna takes 22 minutes. The Milano Metro map is available at this link.

 

Poster session Venue: Aula Vetrata - Trifoglio

Building 13, Via Bonardi, 9 - 20133 - Milano (MI) 

 

Accomodation

Some hotels conveniently located near the conference venue are: 

21 House of Stories - Milano Città Studi 

Hotel Lombardia

Hotel Gamma

Hotel San Francisco

Sponsor and Acknowledgments

 

 

This event is supported by: