A Survey on Design-space Dimensionality Reduction Methods for Shape Optimization

22 May 2024

Papers citing "A Survey on Design-space Dimensionality Reduction Methods for Shape Optimization"

7 / 7 papers shown

Title
Generative VS non-Generative Models in Engineering Shape Optimization Muhammad Usama Zahid Masood Shahroz Khan Konstantinos V. Kostas P. Kaklis 55 4 0 13 Feb 2024
Generative Models for Anomaly Detection and Design-Space Dimensionality Reduction in Shape Optimization D. D’Agostino 41 2 0 08 Aug 2023
Machine Learning in Aerodynamic Shape Optimization Ji-chao Li Xiaosong Du J. Martins AI4CE 52 189 0 15 Feb 2022
Supporting Multi-point Fan Design with Dimension Reduction Pranay Seshadri Shaowu Yuchi S. Shahpar G. Parks 14 10 0 20 Oct 2019
Modeling and Optimization with Gaussian Processes in Reduced Eigenbases -- Extended Version David Gaudrie Rodolphe Le Riche Victor Picheny B. Enaux V. Herbert 15 20 0 29 Aug 2019
Representation Learning: A Review and New Perspectives Yoshua Bengio Aaron Courville Pascal Vincent OOD SSL 155 12,384 0 24 Jun 2012
A Tutorial on Spectral Clustering U. V. Luxburg 175 10,497 0 01 Nov 2007