Data augmentation strategies for machine learning in polymer composites

Machine learning has become ubiquitous in recent years across various sectors. This report presents prevalent machine learning techniques and their potential applications in the field of polymer composites. However, a sufficiently large dataset is requisite for learning algorithms to make accurate p...

Full description

Bibliographic Details
Main Author: Ho, Agnes Lin Xuan
Other Authors: Sunil Chandrakant Joshi
Format: Final Year Project (FYP)
Language:English
Published: Nanyang Technological University 2022
Subjects:
Online Access:https://hdl.handle.net/10356/159161