Sung Won Kang
Korea Advanced Institute of Science and Technology · 工学
研究室紹介
Professor Sung Won Kang's research lab specializes in engineering systems that integrate advanced materials, computational modeling, and sustainable infrastructure. The lab focuses on improving structural integrity through fatigue-resistant welding techniques and innovative non-destructive evaluation methods, particularly in marine and civil engineering contexts. It also explores intelligent systems for image processing and secure data transmission using cellular automata and deep learning, alongside sustainable water management solutions involving reclaimed water systems and disinfection dynamics. The lab emphasizes practical applications, from test suite development for system interoperability to energy-efficient encryption and corrosion-resistant pipe networks.
Research Overview
Research Output Trend
Figures are computed from collected data and may differ slightly.
Selected Papers
15An analytical representation is introduced for <tex xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">m</tex> -dimensional piecewise-linear functions which are affine over convex polyhedral regions bounded by linear partitions. Explicit formulas are presented to compute the coefficients associated with this representation along with an example.
Conventionally the term conformance testing has been used to indiscriminately denote different types of conformance testing in a broad sense and the term interoperability testing has been used without regard to possibly different interoperability test architectures. This study classifies conformance testing into interface conformance testing and entity conformance testing and investigates how they can be related to interoperability testing as interoperability test architecture varies. It also di
In this paper, we design a cellular automata (CA)-based ROI (region of interest) image encryption system that can effectively reduce computational cost and maintain an appropriate level of security. The proposed image encryption system obtains a cryptographic image through three steps. First, a region of interest with high importance is extracted from the entire image using deep learning. We use the YOLO (You Only Look Once) algorithm to extract the ROI from a given original image. Next, the det
Using reclaimed water has been increasing to manage water shortages arising due to climate change. Research has been conducted on reclaimed water production, but few studies have investigated the pipe network and supply of reclaimed water. Reclaimed water contains greater amounts of organic matter, nutrients, and ionic substances compared to tap water. Therefore, it is highly likely to cause problems, such as water pollution due to microbial propagation in pipes, and leakage due to pipe corrosio
The effect of out-of-plane loads on the fatigue strength of welded steel structures is examined through fatigue tests with weldment of two fillet weld joint types. The results of the fatigue tests are compared with those under axial loads, on the basis of the hot spot stress range at the weld toe. From the result or the comparison, a method on how to incorporate the effect of the out-of-plane bending stress is proposed using design Soon curves derived from ta1tigue tests under the axial load. Th
While it is known that the weld toe grinding method may give 3.4 times of fatigue strength improvement, this improvement may significantly vary according to weld bead shapes and loading modes. Although tremendous interest have been given in improving fatigue strength improvement for ship structures, quantitative results are yet in need. In this context, a series of fatigue tests is carried out for a type of test specimen that are typically found in ship structures. Weld burr grinding is carried
Fracture toughness is an important parameter in designing offshore structures to ensure resistance to fracture at various temperatures. In this study, a series of experiments is carried out to obtain fracture toughness values (CTOD) of API 2W Gr.50B, welded using FCAW(Flux Cored Arc Weld). In particular, a comparison of absorbed impact energy and CTOD values are made with respect to two different welding groove shapes; double-V-groove and double-bevel-groove. Charpy impact tests are performed fo