MS048A Methods for Identification / Machine Learning and Uncertainty Quantification of Reduced Order Models of Coupled Systems I
MS Corresponding Organizer: Prof. Hermann Matthies (Institute of Scientific Computing / TU Braunschweig)
Chaired by:
Prof. Hermann Matthies (Institute of Scientific Computing / TU Braunschweig , Germany) , Dr. Christopher Wentland (Sandia National Laboratories , United States)
Prof. Hermann Matthies (Institute of Scientific Computing / TU Braunschweig , Germany) , Dr. Christopher Wentland (Sandia National Laboratories , United States)
Scheduled presentations:
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Integrating Transformers with Data Assimilation for Efficient Time Series Prediction in Inverse Heat Conduction Problems
K. Bakhshaei*, G. Stabile, G. Rozza -
Creation of hybrid full order-reduced order models via domain decomposition and the Schwarz alternating method
I. Tezaur, C. Wentland*, F. Rizzi, J. Barnett -
Conditional Expectation and ROMs
H. Matthies* -
Machine Learning based Approximation of Plastic Deformation during Ditching
H. Schwarz*, J. Zemke, T. Rung -
Integrating Complex Mechanical Models Into the Bioprinters Control Loop
J. Urrea-Quintero*, T. Wick, H. Wessels
