103 citations · 108 across the 6 of their papers we have counts for
6 papers
Geometry-Based Metrics for Early-Stage Hull-Form Producibility Screening
Andrea Serani, Kevin Maki
This paper presents a representation-aware framework for geometry-based screening of hull-form producibility at early design stages. The proposed signature combines dimensionless t…
CFD-based Design Optimization of Ducted Hydrokinetic Turbines
Jeongbin Park, Bradford G. Knight, Yingqian Liao +6
Hydrokinetic turbines extract kinetic energy from moving water to generate renewable electricity, thus contributing to sustainable energy production and reducing reliance on fossil…
Implementation of the Critical Wave Groups Method with Computational Fluid Dynamics and Neural Networks
Kevin M. Silva, Kevin J. Maki
Accurate and efficient prediction of extreme ship responses continues to be a challenging problem in ship hydrodynamics. Probabilistic frameworks in conjunction with computationall…
Non-intrusive reduced-order modeling using convolutional autoencoders
Rakesh Halder, Krzysztof Fidkowski, Kevin Maki
The use of reduced-order models (ROMs) in physics-based modeling and simulation almost always involves the use of linear reduced basis (RB) methods such as the proper orthogonal de…
Data-Driven System Identification of 6-DoF Ship Motion in Waves with Neural Networks
Kevin M. Silva, Kevin J. Maki
Critical evaluation and understanding of ship responses in the ocean is important for not only the design and engineering of future platforms but also the operation and safety of t…
Full Resolution of Extreme Ship Response Statistics
Xianliang Gong, Zhou Zhang, Kevin J. Maki +1
We consider the statistics of extreme ship motions in a nonlinear irregular wave field. While an accurate computation is possible by using a full Monte-Carlo method to cover all in…