Aerodynamic shape optimization using a novel optimizer based on machine learning techniques
X Yan, J Zhu, M Kuang, X Wang - Aerospace Science and Technology, 2019 - Elsevier
Aerodynamic shape optimization is usually a loop of an optimization model, an optimizer
and an evaluation workflow. A new optimizer is proposed and tested for a typical …
and an evaluation workflow. A new optimizer is proposed and tested for a typical …
Machine learning-aided design optimization of a mechanical micromixer
FJ Granados-Ortiz, J Ortega-Casanova - Physics of Fluids, 2021 - pubs.aip.org
In real-life mechanical engineering applications, it is often complex to achieve an optimal
multi-objective design, because of the costs related to fabrication and test of different …
multi-objective design, because of the costs related to fabrication and test of different …
Fast interactive CFD evaluation of hemodynamics assisted by RBF mesh morphing and reduced order models: The case of aTAA modelling
ME Biancolini, K Capellini, E Costa, C Groth… - International Journal on …, 2020 - Springer
The medical digital twin is emerging as a viable opportunity to provide patient-specific
information useful for treatment, prevention and surgical planning. A bottleneck toward its …
information useful for treatment, prevention and surgical planning. A bottleneck toward its …
[HTML][HTML] 3D CFD simulation of the interaction between front wheels&brake ducts and optimised five-element F1 race car front wings under regulations
FJ Granados-Ortiz, P Morales-Higueras… - Alexandria engineering …, 2023 - Elsevier
This investigation analyses the 3D performance of two optimal front wing designs according
to the Federation Internationale de l'Automobile 2021 regulations. These regulations imply a …
to the Federation Internationale de l'Automobile 2021 regulations. These regulations imply a …
A balanced load mapping method based on Radial Basis Functions and Fuzzy Sets
A common issue in multiphysics analysis regards a reliable way for loose couplings,
because the same object is modeled using different mesh refinements, each one suited for a …
because the same object is modeled using different mesh refinements, each one suited for a …
A post-processing method based on radial basis functions for the fast retrieval of the strain field in digital image correlation methods
Digital image correlation methods allow the determination of the displacement (and thus the
strain) field of a target by picture comparisons, without the application of strain gauges or …
strain) field of a target by picture comparisons, without the application of strain gauges or …
A two-scale RBF meshless method for the interface stress retrieval in simply bended and torqued long-fibres laminates
The paper describes a method to accurately retrieve the fibre/matrix interface stress state
from the motion field of the neutral mid-plane in simply bended and torqued long fibre multi …
from the motion field of the neutral mid-plane in simply bended and torqued long fibre multi …
A stress recovery procedure for laminated composite plates based on strong-form equilibrium enforced via the RBF Kansa method
Often the employment of the full potentialities of laminated composite materials is restrained
by the scarceness of cost-effective simulation strategies in the design stage. Albeit cheap …
by the scarceness of cost-effective simulation strategies in the design stage. Albeit cheap …
Multi-objective surrogate model-based optimization of a small aircraft engine air-intake duct
Aviation industry is constantly striving for more efficient design processes in respect to
optimal time, human and computational resources utilization. This implies a need for …
optimal time, human and computational resources utilization. This implies a need for …
Radial basis functions mesh morphing: A comparison between the bi-harmonic spline and the wendland c2 radial function
Radial basis functions (RBFs) based mesh morphing allows to adapt the shape of a
computational grid onto a new one by updating the position of all its nodes. Usually nodes …
computational grid onto a new one by updating the position of all its nodes. Usually nodes …