From Deep Learning to ChatGPT for Materials Design

Large language models (LLMs) provide competitive advantages to various fields of research. This survey explores the journey from using deep learning to adopting ChatGPT in materials design. It covers how methodologies have shifted, moving away from traditional deep learning models to embracing LLMs such as ChatGPT, in advancing materials design research. The focus is on methods and applications, highlighting how LLMs are shaping the landscape of materials design. The survey aims to provide insights into the essential role of ChatGPT in this domain, offering a comprehensive view of its methods and diverse applications.