Code, Data, and Results for Numerical Experiments in "Data-driven balanced truncation for second-order systems with generalized proportional damping"
Code, Data, and Results for Numerical Experiments in "Data-driven balanced truncation for second-order systems with generalized proportional damping"
This archive contains the companion codes, data, and computed results for the paper: S. Reiter, S. W. R. Werner; "Data-driven balanced truncation for second-order systems with generalized proportional damping" which implement numerical experiments using intrusive and data-driven (non-intrusive) methods for the structured and unstructured surrogate modeling of second-order linear dynamical systems.
- Courant Institute of Mathematical Sciences United States
- New York University United States
- Virginia Tech United States
Data-Driven Modeling, Gyroscope,, Scientific Machine Learning, MATLAB, Second-Order Systems, Vibrational Plate, Numerical Linear Algebra, Transfer Function Data, Mechanical Systems, Mass-Spring-Damper System, Reduced-Order Modeling, Model-Order Reduction, Balanced Truncation
Data-Driven Modeling, Gyroscope,, Scientific Machine Learning, MATLAB, Second-Order Systems, Vibrational Plate, Numerical Linear Algebra, Transfer Function Data, Mechanical Systems, Mass-Spring-Damper System, Reduced-Order Modeling, Model-Order Reduction, Balanced Truncation
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