Machine learning for chemical components testing

• Main Author: Tan, Ashley Zhao Kiat
• Other Authors: Cai Yiyu
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Engineering::Mechanical engineering::Robots
• Online Access: https://hdl.handle.net/10356/150216
• Institution: Nanyang Technological University

Terahertz time domain spectroscopy (THz-TDS) involves the use of THz radiation to identify chemicals via their absorption spectra characteristics. Building on the preceding Final Year Project which proved the feasibility of incorporating machine learning with THz-TDS to identify pure chemicals, this...