Knowledge based data boosting exposition on CNT-engineered carbon composites for machine learning

• Main Author: Joshi, Sunil Chandrakant
• Other Authors: School of Mechanical and Aerospace Engineering
• Format: Article
• Language: English
• Published: 2021
• Subjects: Engineering::Mechanical engineering; Carbon Composites; Knowledge-based Data Boosting
• Online Access: https://hdl.handle.net/10356/146387
• Institution: Nanyang Technological University

Machine Learning (ML) is useful in predictive analytic or prognostic modeling for materials and engineering. It is, however, challenging to gather sufficient and representative data. Experiments are possible only in small numbers due to specialty materials, manufacturing, infrastructure, and testing...