@conference {tezzele2018model,
	title = {Model Order Reduction by means of Active Subspaces and Dynamic Mode Decomposition for Parametric Hull Shape Design Hydrodynamics},
	booktitle = {Technology and Science for the Ships of the Future: Proceedings of NAV 2018: 19th International Conference on Ship \& Maritime Research},
	year = {2018},
	publisher = {IOS Press},
	organization = {IOS Press},
	address = {Trieste, Italy},
	abstract = {We present the results of the application of a parameter space reduction methodology based on active subspaces (AS) to the hull hydrodynamic design problem. Several parametric deformations of an initial hull shape are considered to assess the influence of the shape parameters on the hull wave resistance. Such problem is relevant at the preliminary stages of the ship design, when several flow simulations are carried out by the engineers to establish a certain sensibility with respect to the parameters, which might result in a high number of time consuming hydrodynamic simulations. The main idea of this work is to employ the AS to identify possible lower dimensional structures in the parameter space. The complete pipeline involves the use of free form deformation to parametrize and deform the hull shape, the full order solver based on unsteady potential flow theory with fully nonlinear free surface treatment directly interfaced with CAD, the use of dynamic mode decomposition to reconstruct the final steady state given only few snapshots of the simulation, and the reduction of the parameter space by AS, and shared subspace. Response surface method is used to minimize the total drag.},
	doi = {10.3233/978-1-61499-870-9-569},
	url = {http://ebooks.iospress.nl/publication/49270},
	author = {Marco Tezzele and Nicola Demo and Mahmoud Gadalla and Andrea Mola and Gianluigi Rozza}
}
@article {Mola2011,
	title = {Multi-physics modelling and sensitivity analysis of olympic rowing boat dynamics},
	journal = {Sports Engineering},
	volume = {14},
	number = {2-4},
	year = {2011},
	month = {nov},
	pages = {85{\textendash}94},
	publisher = {Springer Nature},
	doi = {10.1007/s12283-011-0075-2},
	url = {https://doi.org/10.1007/s12283-011-0075-2},
	author = {Andrea Mola and Mehdi Ghommem and Muhammad R. Hajj}
}
@article {Formaggia2009,
	title = {A model for the dynamics of rowing boats},
	journal = {International Journal for Numerical Methods in Fluids},
	volume = {61},
	number = {2},
	year = {2009},
	month = {sep},
	pages = {119{\textendash}143},
	publisher = {Wiley},
	doi = {10.1002/fld.1940},
	url = {https://doi.org/10.1002/fld.1940},
	author = {L. Formaggia and Edie Miglio and Andrea Mola and Antonio Montano}
}
