IS10 - Physics- and data-driven modelling for digital-twin technologies
Corresponding Organizer: Mr. Vasileios Tsiolakis (SINTEF Digital)
Chaired by:
Mr. Vasileios Tsiolakis (SINTEF Digital , Norway)
Mr. Vasileios Tsiolakis (SINTEF Digital , Norway)
Scheduled presentations:
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Keynote
Reduced Order Modelling (ROM) and Hybrid Analysis and Modelling (HAM) as Enablers for Predictive Digital Twins (DT)
T. Kvamsdal*, E. Fonn, A. Rasheed, V. Tsiolakis, H. van Brummelen -
A Thermodynamics-Informed Deep Learning Framework for Resolution Augmentation
C. Bermejo Barbanoj*, B. Moya García, A. Badías Herbera, F. Chinesta Soria, E. Cueto Prendes -
Dimensionality Reduction for Pollutant Forecasting on a Real Urban Area Test Case
C. Nixarlidis*, L. Cotteleer, A. Gambale, T. De Troyer, A. Parente -
Physics-Aware Soft-Sensors for Embedded Digital Twins
E. Chinellato, P. Martin, S. Pierobon, L. Rinaldi, G. Giusteri, F. Marcuzzi* -
Determination of remaining useful life by fusion of physical- and data-driven modeling
E. Öztürk, B. Ott*