Predicting doped thermoelectric properties with multitask attention

• Main Author: Tang, Leng Ze
• Other Authors: Leonard Ng Wei Tat
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2025
• Subjects: Computer and Information Science; Engineering; Thermoelectric; Deep learning
• Online Access: https://hdl.handle.net/10356/182348
• Institution: Nanyang Technological University

Thermoelectric (TE) materials, capable of converting temperature gradients into electricity, and vice versa, emerge as a promising class of sustainable materials because of their pollution-free operation. However, their efficiency remains lower than that of conventional heat engines and pumps, limit...