New materials have always advanced our understanding about Nature around us and greatly improved the quality of our lives. However, developing a new material is an extremely time- and cost-consuming process due to vast search space and nontrivial optimization of materials properties. Artificial intelligence (AI) can expedite this task by rapidly exploring the materials space. This is made possible through establishing a close relationship between materials properties and structure. The AI research groups in SMSE at GIST aim to accelerate the design process by constructing and properly training AI models.