44 citations · 118 across the 21 of their papers we have counts for
5 papers · 1 filter
Bayesian dynamic mode decomposition for real-time ship motion digital twinning
Giorgio Palma, Andrea Serani, Kevin McTaggart +4
Digital twins are widely considered enablers of groundbreaking changes in the development, operation, and maintenance of novel generations of products. They are meant to provide re…
Analysis, forecasting and system identification of a floating offshore wind turbine using dynamic mode decomposition
Giorgio Palma, Andrea Bardazzi, Alessia Lucarelli +4
This article presents the data-driven equation-free modeling of the dynamics of a hexafloat floating offshore wind turbine based on the application of dynamic mode decomposition (D…
A Scoping Review on Simulation-based Design Optimization in Marine Engineering: Trends, Best Practices, and Gaps
Andrea Serani, Thomas Scholcz, Valentina Vanzi
This scoping review assesses the current use of simulation-based design optimization (SBDO) in marine engineering, focusing on identifying research trends, methodologies, and appli…
A Survey on Design-space Dimensionality Reduction Methods for Shape Optimization
Andrea Serani, Matteo Diez
The rapidly evolving field of engineering design of functional surfaces necessitates sophisticated tools to manage the inherent complexity of high-dimensional design spaces. This s…
Democratizing Uncertainty Quantification
Linus Seelinger, Anne Reinarz, Mikkel B. Lykkegaard +22
Uncertainty Quantification (UQ) is vital to safety-critical model-based analyses, but the widespread adoption of sophisticated UQ methods is limited by technical complexity. In thi…