The summer school on neural networks supported by iNEST sets off today
Two Spoke 9 researchers are involved in its organization
Stockholm, 15th June 2025
Starting today and running until 29th June, the PhD Summer School on Physics-Informed Neural Networks and Applications will take place at the Royal Institute of Technology (KTH) in Stockholm. The initiative is organized with the support of a Young Researcher Grant awarded within iNEST Spoke 9 to Niccolò Tonicello, a young mathematician from SISSA; among the organizers are also Giuseppe Alessio D’Inverno (Spoke 9 researcher) and Dario Coscia.
The school is aimed at PhD students interested in exploring the theoretical foundations and practical applications of physics-informed neural networks (PINNs), one of the most promising technologies in the field of artificial intelligence applied to complex physical systems. PINNs stand out for their ability to combine experimental data with the fundamental physical laws that govern the systems under study, proving especially effective in scenarios where data is scarce or difficult to obtain.
These networks have applications across a wide range of fields, from engineering to biology, and play a key role in the research activities of iNEST Spoke 9, particularly within Research Topic 3. By embedding physical laws, PINNs enable more accurate simulations, paving the way for the development of Digital Twins that more faithfully replicate their real-world counterparts. Prof. Gianluigi Rozza (Spoke 9 coordinator) will provide a presentation on these aspects on Friday, 20th June at 11 a.m.