1. Innovate and Inspire

Innovation drives progress. Strive to create solutions that not only solve problems but also inspire others. Work has the potential to make a significant impact on the world, so think creatively and aim high.

1. Publish a Paper as a First Author Regarding Artificial Intelligent in International Journal

Reactor pressure vessel (RPV) is in the center of the nuclear containment building and houses nuclear fuel, there is a risk of a nuclear power plant radiation leakage accident in the event of an earthquake. It is important to determine stress intensities that evaluate structural integrity and also analyze the seismic response of RPV in order to prevent severe disasters. We propose a stress intensity regression model using a signal extraction method and machine learning in addition to the existing method. The combined way between the methods from finite element model enables us to predict the stress intensity immediately with only signal features and properties. It could be an additional verification tool to ensure safety of nuclear power plants. VIEW

Stack :Python, Scikit-learn

2. Excellence Award in Data Analysis

Analyzing and solving urban problems faced by local governments, such as transportation, disasters, and environment, through data-driven solutions using machine learning. The development of a fire occurrence prediction model for Gimhae involves analyzing past fire occurrence history, building characteristics, and other fire-related information to predict areas vulnerable to fire and suggest the most effective fire prevention measures VIEW

Stack :Python, Scikit-learn