Scientific machine learning for information extraction from observation data

• Main Author: Yu, Yue
• Other Authors: Mao Kezhi
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/167814
• Institution: Nanyang Technological University

Machine learning has become an indispensable tool for extracting useful information from massive amounts of data, which makes it become an integral part of industries and research fields. However, traditional machine learning techniques often fail to fully integrate domain-specific knowledge and log...