[HTML][HTML] Physics-guided federated learning as an enabler for digital twins

F Stadtmann, ER Furevik, A Rasheed… - Expert Systems with …, 2024 - Elsevier
Digital twins bring the potential to increase the efficiency of assets, systems, and processes
by building virtual replicas through real-time data and modeling. However, data are often …

Machine Learning (ML) based Reduced Order Modelling (ROM) for linear and non-linear solid and structural mechanics

M Tannous, C Ghnatios, E Fonn… - Available at SSRN …, 2024 - papers.ssrn.com
Multiple model reduction techniques have been proposed to tackle linear and non linear
problems. Intrusive model order reduction techniques exhibit high accuracy levels, however …