Minja Oh
Seoul National University
研究室紹介
Professor Minja Oh's research lab specializes in digital transformation and intelligent design in the ship and offshore engineering industries. The lab focuses on leveraging big data analytics, deep learning, and advanced geometric modeling to optimize ship design processes, particularly in hull form optimization and material requirement estimation. Key research directions include developing AI-driven tools for resistance prediction, automating offset generation from NURBS surfaces, and building scalable data platforms for efficient data utilization in shipyards.
Research Overview
Research Output Trend
Figures are computed from collected data and may differ slightly.
Selected Papers
3In the shipyard, a lot of data is generated, stored, and managed during design, construction, and operation phases to build ships and offshore structures. However, it is difficult to handle such big data efficiently using existing data-handling technologies. As the big data technology is developed, the ship and offshore industries start to focus on the existing big data to find valuable information from it. In this paper, the material requirement estimation method of offshore structure piping ma
Traditionally, the initial ship design starts from a parent ship. The parent ship is given in the 2D lines form, i.e., the offsets. A designer modifies the offsets and gets the new hull shape that satisfies new design constraints. The offsets are used for the numerical analysis to evaluate whether the modified ship can meet the constraints. Generally, the mesh is generated for the analysis using the offsets. Sometimes, the initial ship is given in NURBS surface form instead of the offsets. In th
The initial ship design starts from a parent ship. A designer selects a suitable parent ship and modifies the hull shape for a new design. When a ship is modified, the hydrodynamic analysis such as numerical analysis, computational fluid dynamics analysis, model test, etc. is conducted, and the shape of the ship hull is changed according to the analysis results. This iteration continues until the owner’s, and Class requirements are met. During this process, it takes much time and high cost. In t