Data augmentation strategies for machine learning in polymer composites

• Main Author: Ho, Agnes Lin Xuan
• Other Authors: Sunil Chandrakant Joshi
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Mechanical engineering
• Online Access: https://hdl.handle.net/10356/159161
• Institution: Nanyang Technological University

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...