See the recent work from ETH Zürich, led by ESR Tom Simpson and carried out in collaboration with Dr. Nikos Dervilis (Uni. Sheffield), on a “Machine Learning Approach to Model Order Reduction of Nonlinear Systems via Autoencoder and LSTM Networks”. Associate Professor of Structural Mechanics & Monitoring – Eleni Chatzi describes: “The developed scheme is inspired from the concept… Read More »
The Society for Experimental Mechanics (SEM), on behalf of its Technical Division (TD) on Data Science, has awarded Georgios Tsialiamanis the TD?s 2021 best paper award for its contribution to data analytics (in a broad sense). The paper entitled ?On an application of Graph Neural Network Approach to Population Based SHM? is to be presented at IMAC-XXXIX (session… Read More »
The DyVirt Summer School took place in Volos, Greece in October 2020. Some of the ESRs had to attend virtually due to the travel restrictions of Covid-19. A number of talks were presented and the ESRs had a project to work on during the school.