[HTML][HTML] Two decades of blackbox optimization applications
This article reviews blackbox optimization applications of direct search optimization methods
over the past twenty years. Emphasis is placed on the Mesh Adaptive Direct Search (Mads) …
over the past twenty years. Emphasis is placed on the Mesh Adaptive Direct Search (Mads) …
Review of multi-fidelity models
MG Fernández-Godino - arXiv preprint arXiv:1609.07196, 2016 - arxiv.org
This article provides an overview of multi-fidelity modeling trends. Fidelity in modeling refers
to the level of detail and accuracy provided by a predictive model or simulation. Generally …
to the level of detail and accuracy provided by a predictive model or simulation. Generally …
[图书][B] Surrogate-model-based design and optimization
Surrogate-Model-Based Design and Optimization | SpringerLink Skip to main content
Advertisement SpringerLink Account Menu Find a journal Publish with us Track your research …
Advertisement SpringerLink Account Menu Find a journal Publish with us Track your research …
Issues in deciding whether to use multifidelity surrogates
Multifidelity surrogates are essential in cases where it is not affordable to have more than a
few high-fidelity samples, but it is affordable to have as many low-fidelity samples as …
few high-fidelity samples, but it is affordable to have as many low-fidelity samples as …
A robust optimization approach based on multi-fidelity metamodel
Multi-fidelity (MF) metamodeling approaches have recently attracted a significant amount of
attention in simulation-based design optimization due to their ability to conduct trade-offs …
attention in simulation-based design optimization due to their ability to conduct trade-offs …
Modeling and simulation of the temperature and stress fields in a 3D turbine blade coated with thermal barrier coatings
Prediction of the stress distribution on a 3D turbine blade coated with thermal barrier
coatings (TBCs) plays a key role in analyzing the failure of TBCs. In this work, a 3D finite …
coatings (TBCs) plays a key role in analyzing the failure of TBCs. In this work, a 3D finite …
[HTML][HTML] Numerical design and optimization of a hydraulic micro-turbine adapted to a wastewater treatment plant
P Guzman-Avalos, D Molinero-Hernández… - Alexandria Engineering …, 2023 - Elsevier
Abstract Wastewater Treatment Plants (WWTPs) are considered as an Ultra Low Head
(ULH) hydraulic resource. This has provoked an inadequate extraction of its potential energy …
(ULH) hydraulic resource. This has provoked an inadequate extraction of its potential energy …
Gradient-free aerodynamic shape optimization using large eddy simulation
HR Karbasian, BC Vermeire - Computers & Fluids, 2022 - Elsevier
In this paper we demonstrate the ability to perform gradient-free aerodynamic shape
optimization using Large Eddy Simulation (LES) with the Mesh Adaptive Direct Search …
optimization using Large Eddy Simulation (LES) with the Mesh Adaptive Direct Search …
MHA-Net: Multi-source heterogeneous aerodynamic data fusion neural network embedding reduced-dimension features
C Ning, W Zhang - Aerospace Science and Technology, 2024 - Elsevier
Developing a high-fidelity, cost-effective aerodynamic database is crucial for addressing the
balance of accuracy and cost in aircraft design. Recently, data fusion technology has …
balance of accuracy and cost in aircraft design. Recently, data fusion technology has …
High-fidelity gradient-free optimization of low-pressure turbine cascades
A Aubry, HR Karbasian, BC Vermeire - Computers & Fluids, 2022 - Elsevier
In this paper we demonstrate the ability to perform shape optimization of Low Pressure
Turbine (LPT) cascades using a combination of Large Eddy Simulation (LES) and the Mesh …
Turbine (LPT) cascades using a combination of Large Eddy Simulation (LES) and the Mesh …