Projects : Structural

Development of machine learning model for predicting corrosion of high corrosion-resistant alloy plated steel

 Alloy plating is used to prevent corrosion of steel construction materials, but it has limited lifespan under harsh environments. Through a machine learning model developed from alloy plated steel corrosion images and experimental environment data, we predict lifespan of construction materials in real marine and soil environments.


Completed projects

HEA-TRIP steel study with first-principle calculation

 HEAs are one of promising materials with almost infinite potential in numerous combinations. However, the numerous combinations is also bottleneck of advanced research. In this project, we will screen concentrations of systems with more than 5 elements using first-principle calculation with coherent potential approximation which can deal with positional and magnetical randomness.