Augmenting machine learning to thermoelectric measurements : using Bayesian inference to infer electronic transport parameters from device level power-load data

• Main Author: Darmawan, Michael
• Other Authors: Alex Yan Qingyu
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2020
• Subjects: Engineering::Materials::Microelectronics and semiconductor materials; Engineering::Materials::Energy materials
• Online Access: https://hdl.handle.net/10356/138868
• Institution: Nanyang Technological University

Thermoelectric materials efficiency is characterized by Figure of Merit. Figure of Merit depends on several thermoelectric descriptors which is thermal conductivity and Power Factor, which is equal to the product of electrical conductivity and square of Seebeck coefficient. Hence, scientists have be...