Accelerating Structural Design and Optimization using Machine Learning

Accelerating Structural Design and Optimization using Machine Learning

Machine learning techniques promise to greatly accelerate structural design and optimization. In this thesis, deep learning and active learning techniques are applied to different non-convex structural optimization problems. Finite Element Analysis (FEA) based standard optimization methods for aircr...

Full description

Bibliographic Details
Main Author: Singh, Karanpreet
Other Authors: Aerospace and Ocean Engineering
Format: Others
Published: Virginia Tech 2021
Subjects:
Structural Design and Optimization
Finite Element Methods
Parallel Processing
Machine Learning
Deep Learning
Active Learning
Online Access:http://hdl.handle.net/10919/104114

Internet

http://hdl.handle.net/10919/104114

Similar Items