25 citations · 55 across the 7 of their papers we have counts for
3 papers · 1 filter
Optimization of the Shape of a Hydrokinetic Turbine's Draft Tube and Hub Assembly Using Design-by-Morphing with Bayesian Optimization
Haris Moazam Sheikh, Tess A. Callan, Kealan J. Hennessy +1
Finding the optimal design of a hydrodynamic or aerodynamic surface is often impossible due to the expense of evaluating the cost functions (say, with computational fluid dynamics)…
Airfoil Optimization using Design-by-Morphing
Haris Moazam Sheikh, Sangjoon Lee, Jinge Wang +1
We present Design-by-Morphing (DbM), a novel design methodology applicable to creating a search space for topology optimization of 2D airfoils. Most design techniques impose geomet…
Bayesian Optimization For Multi-Objective Mixed-Variable Problems
Haris Moazam Sheikh, Philip S. Marcus
Optimizing multiple, non-preferential objectives for mixed-variable, expensive black-box problems is important in many areas of engineering and science. The expensive, noisy, black…