Computational learning

11 posts

SIAM Chapters meeting for Young Researchers in Applied Mathematics and Scientific Computing @ PoliMi

Exciting Opportunity for researchers in Applied Mathematics! Join us for the SIAM Chapters meeting for Young Researchers in Applied Mathematics and Scientific Computing, taking place on ๐Ÿ—“๏ธ January 29-30, 2026, at ๐Ÿ“Politecnico di Milano (MOX Laboratory, Dipartimento di Matematica). This event offers an excellent opportunity to foster scientific interaction among […]

A study by MOX (Department of Mathematics), Mechanical Engineering @ PoliMI, and University of Washington published in Nature Communications

The paper โ€œReduced order modeling with shallow recurrent decoder networksโ€, signed by Matteo Tomasetto, Jan P. Williams, Francesco Braghin, Andrea Manzoni, and J. Nathan Kutz, has been published in the prestigious journal Nature Communications. The work proposes a new deep learning architecture (SHRED-ROM) capable of reconstructing high-dimensional state dynamics, such […]

DD29 Conference has officially started!

The 29๐ญ๐ก ๐ƒ๐จ๐ฆ๐š๐ข๐ง ๐ƒ๐ž๐œ๐จ๐ฆ๐ฉ๐จ๐ฌ๐ข๐ญ๐ข๐จ๐ง ๐‚๐จ๐ง๐Ÿ๐ž๐ซ๐ž๐ง๐œ๐ž ๐ก๐š๐ฌ ๐จ๐Ÿ๐Ÿ๐ข๐œ๐ข๐š๐ฅ๐ฅ๐ฒ ๐ฌ๐ญ๐š๐ซ๐ญ๐ž๐! ๐‡๐จ๐ฌ๐ญ๐ž๐ ๐›๐ฒ ๐๐จ๐ฅ๐ข๐ญ๐ž๐œ๐ง๐ข๐œ๐จ ๐๐ข ๐Œ๐ข๐ฅ๐š๐ง๐จ, ๐ญ๐ก๐ž ๐œ๐จ๐ง๐Ÿ๐ž๐ซ๐ž๐ง๐œ๐ž ๐›๐ซ๐ข๐ง๐ ๐ฌ ๐ญ๐จ๐ ๐ž๐ญ๐ก๐ž๐ซ ๐ฅ๐ž๐š๐๐ข๐ง๐  ๐ซ๐ž๐ฌ๐ž๐š๐ซ๐œ๐ก๐ž๐ซ๐ฌ ๐Ÿ๐ซ๐จ๐ฆ ๐š๐ซ๐จ๐ฎ๐ง๐ ๐ญ๐ก๐ž๐ฐ๐จ๐ซ๐ฅ๐ ๐ญ๐จ ๐ž๐ฑ๐ฉ๐ฅ๐จ๐ซ๐ž ๐ญ๐ก๐ž ๐ฅ๐š๐ญ๐ž๐ฌ๐ญ ๐š๐๐ฏ๐š๐ง๐œ๐ž๐ฆ๐ž๐ง๐ญ๐ฌ ๐ข๐ง ๐๐จ๐ฆ๐š๐ข๐ง ๐๐ž๐œ๐จ๐ฆ๐ฉ๐จ๐ฌ๐ข๐ญ๐ข๐จ๐ง ๐ฆ๐ž๐ญ๐ก๐จ๐๐ฌ, ๐ง๐ฎ๐ฆ๐ž๐ซ๐ข๐œ๐š๐ฅ ๐š๐ง๐š๐ฅ๐ฒ๐ฌ๐ข๐ฌ, ๐ฌ๐œ๐ข๐ž๐ง๐ญ๐ข๐Ÿ๐ข๐œ ๐œ๐จ๐ฆ๐ฉ๐ฎ๐ญ๐ข๐ง๐ , ๐ก๐ข๐ ๐ก-๐ฉ๐ž๐ซ๐Ÿ๐จ๐ซ๐ฆ๐š๐ง๐œ๐ž ๐œ๐จ๐ฆ๐ฉ๐ฎ๐ญ๐ข๐ง๐ , ๐š๐ง๐ ๐ฆ๐š๐œ๐ก๐ข๐ง๐ž ๐ฅ๐ž๐š๐ซ๐ง๐ข๐ง๐ . ๐–๐ž ๐ฌ๐ข๐ง๐œ๐ž๐ซ๐ž๐ฅ๐ฒ ๐ญ๐ก๐š๐ง๐ค ๐๐จ๐ฅ๐ข๐ญ๐ž๐œ๐ง๐ข๐œ๐จ ๐๐ข ๐Œ๐ข๐ฅ๐š๐ง๐จ, ๐ญ๐ก๐ž ๐Œ๐š๐ญ๐ก๐ž๐ฆ๐š๐ญ๐ข๐œ๐ฌ ๐ƒ๐ž๐ฉ๐š๐ซ๐ญ๐ฆ๐ž๐ง๐ญ, ๐š๐ง๐ […]

SIAM 2025 Ralph E. Kleinman Prize is awarded to Alfio Quarteroni

The Society for Industrial and Applied Mathematics (SIAM) has announced the 2025 recipients of its major prizes and awards. The SIAM 2025 Ralph E. Kleinman Prize is awarded to Alfio Quarteroni for his exceptional contributions to mathematical modeling, scientific computing, computational fluid dynamics, machine learning, profound impact on a wide […]

AHEAD Project funded at the 16th Switch2Product Innovation Challenge

The project โ€œAHEADโ€”Advanced AI Techniques for Early Detection and Personalized Monitoring in Alzheimerโ€™s Disease” is one of the nine selected projects for the 16th edition of the Switch2Product Innovation Challenge. The AHEAD project features a multidisciplinary team consisting of: – Prof. Paola F. Antonietti, Dr. Stefano Pagani & Dr. Mattia […]

Francesco Regazzoni’s research project entitled “SYNERGIZE: Synergizing Numerical Methods and Machine Learning for a new generation of computational models” has been selected for funding through the prestigious FIS โ€” Fondo Italiano per la Scienza โ€” programme (Starting Grant scheme)

Francesco Regazzoni has been awarded a Starting Grant from FIS (the Italian Science Fund) for his proposal titled “SYNERGIZE: Synergizing Numerical Methods and Machine Learning for a new generation of computational models.” The project SYNERGIZE has been awarded over โ‚ฌ1.2 million in funding and will span three years, starting in […]

Stefano Pagani and Luca Formaggia served as judges at the Reply Student Clash event!

Stefano Pagani and Luca Formaggia served as judges at the Reply Student Clash event, which was co-organized by the Politecnico di Milano chapter of the student association BEST and Reply Italia. More than 300 students participated in developing agent-based AI solutions. It was an intense yet highly stimulating day, providing […]

โ€œMathematics for Planet Earthโ€ workshop, November 11-12, 2024

We are pleased to announce the successful conclusion of the Mathematics for Planet Earth workshop, held on 11โ€“12 November at the Politecnico di Milano. With around 80 participants and 15 research posters, the event highlighted the transformative role of mathematics in understanding and addressing the challenges confronting our planet. The […]

Francesco Regazzoni received the SIMAI Young Researcher Prize 2024 during the opening ceremony of the GIMC SIMAI Young 2024 conference

At the opening ceremony of the GIMC SIMAI Young 2024 conference, held at Universitร  Federico II in Naples, Francesco Regazzoni from the MOX Laboratory-Dipartimento di Matematica, Politecnico di Milano,was awarded the SIMAI Young Researcher Prize 2024. The Prize is awarded by the Italian Society of Applied and Industrial Mathematics (SIMAI) […]