Adaptive multi-fidelity sampling for CFD-based optimisation via radial basis function metamodels

Author:

Serani A.1ORCID,Pellegrini R.1ORCID,Wackers J.2,Jeanson C.-E.2,Queutey P.2,Visonneau M.2,Diez M.1ORCID

Affiliation:

1. CNR-INM, National Research Council-Institute of Marine Engineering, Rome, Italy

2. LHEEA Lab, Ecole Centrale de Nantes, Nantes, France

Funder

Office of Naval Research

Publisher

Informa UK Limited

Subject

Mechanical Engineering,Mechanics of Materials,Energy Engineering and Power Technology,Condensed Matter Physics,Aerospace Engineering,Computational Mechanics

Reference38 articles.

1. Antognoli, Luca, Marco Bibuli, Matteo Diez, Danilo Durante, Simone Ficini, Salvatore Marrone, Angelo Odetti, Ivan Santic, and Andrea Serani. 2019. “A Synergetic Design Study of a Passenger-Hydrofoil Flapped Surface: Experimental and Computational Fluid Dynamics, Optimization, and Control.” In Proceedings of the 8th International Conference on Computational Methods in Marine Engineering (Marine 2019), 334–345.

2. Uncertainty quantification for a sailing yacht hull, using multi-fidelity kriging

3. Adaptive Radial-Basis-Function-Based Multifidelity Metamodeling for Expensive Black-Box Problems

4. Simulation-Based Design Optimization by Sequential Multi-criterion Adaptive Sampling and Dynamic Radial Basis Functions

5. Durand, Mathieu. 2012. “Light and Flexible Fluid/Structure Interaction, Application to Sailing Boats.” Theses, Ecole Centrale de Nantes (ECN). https://hal.archives-ouvertes.fr/tel-01203748.

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