PIV Snapshot Clustering Reveals the Dual Deterministic and Chaotic Nature of Propeller Wakes at Macro-and Micro-Scales
This study investigates the underlying mechanisms governing the evolution of tip vortices in
the far field of a naval propeller wake. To achieve this, a novel approach utilizing data …
the far field of a naval propeller wake. To achieve this, a novel approach utilizing data …
Assessing the interplay of shape and physical parameters by unsupervised nonlinear dimensionality reduction methods
The article presents an exploratory study on the application to ship hydrodynamics of
unsupervised nonlinear design-space dimensionality reduction methods, assessing the …
unsupervised nonlinear design-space dimensionality reduction methods, assessing the …
Augmented design-space exploration by nonlinear dimensionality reduction methods
The paper presents the application of nonlinear dimensionality reduction methods to shape
and physical data in the context of hull-form design. These methods provide a reduced …
and physical data in the context of hull-form design. These methods provide a reduced …
A lipschitzian global optimization algorithm and machine learning for fluid dynamics
D D'Agostino - 2021 - iris.uniroma1.it
The research conducted and resumed in this thesis covers two different topics. In chapter 1, I
focused my research on the development of a new Global Optimization algorithm informed …
focused my research on the development of a new Global Optimization algorithm informed …
NICOP-Analytical and Numerical Methods for Identifying Principal Components of Heterogeneous Physical Data
The objective of this NICOP project is the development and assessment of analytical and
numerical methods for identifying principal components from heterogeneous physical data …
numerical methods for identifying principal components from heterogeneous physical data …