MS164A Digital Twins for Predictive Decision-Making of Engineering Systems I
MS Corresponding Organizer: Mr. Matteo Torzoni (Politecnico di Milano)
Chaired by:
Dr. Marco Tezzele (Emory University , United States) , Mr. Matteo Torzoni (Politecnico di Milano , Italy)
Dr. Marco Tezzele (Emory University , United States) , Mr. Matteo Torzoni (Politecnico di Milano , Italy)
Scheduled presentations:
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Keynote
Structural Integrity Management at Scale through Deep Reinforcement Learning
C. Andriotis* -
Belief Deep Markov Models for inference in complex partially observable decision-making problems
G. Arcieri*, A. Kamariotis, K. Papakonstantinou, D. Straub, E. Chatzi -
A Probabilistic Neural Twin for Treatment Planning in Peripheral Pulmonary Artery Stenosis
J. Lee, J. Richter, M. Pfaller, J. Szafron, K. Menon, A. Zanoni, M. Ma, J. Feinstein, J. Kreutzer, A. Marsden, D. Schiavazzi* -
Predictive digital twins of engineering structures using neural networks and probabilistic graphical models
M. Torzoni*, M. Tezzele, S. Mariani, A. Manzoni, K. Willcox