Heuristic development in the use of large language models for materials science

• Main Author: Chye, Vincent Zhen Guang
• Other Authors: Leonard Ng Wei Tat
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Engineering; Large language models; Domain specific transformer; Chatbot
• Online Access: https://hdl.handle.net/10356/176081
• Institution: Nanyang Technological University

In the ever-expanding field of Artificial Intelligence (AI) tools, Generative Pre-trained Transformer (GPT) is one of many Large Language Models (LLMs) that has revolutionized how academia can interact with data. Simple sentences can be fed into GPTs to return long paragraphs of explanation, informa...