Sung-Jin Song

Convolutional neural network for ultrasonic weldment flaw classification in noisy conditions

Nauman Munir, Hak-Joon Kim, Jinhyun Park et al. · Ultrasonics · 2018 · 167 citations

Convolutional Neural Network, Engineering, Machine Learning +5

Performance enhancement of convolutional neural network for ultrasonic flaw classification by adopting autoencoder

Nauman Munir, Jinhyun Park, Hak-Joon Kim et al. · NDT & E International · 2020 · 124 citations

Performance Enhancement, Convolutional Neural Network, Engineering +6

Development of an ultra sonic phased array system for nondestructive tests of nuclear power plant components

Sung-Jin Song, Hyeon Jae Shin, You Hyun Jang · Nuclear Engineering and Design · 2002 · 76 citations

Electrical Engineering, Engineering, Nondestructive Testing +7

Investigation of deep neural network with drop out for ultrasonic flaw classification in weldments

Nauman Munir, Hak-Joon Kim, Sung-Jin Song et al. · Journal of Mechanical Science and Technology · 2018 · 75 citations

Convolutional Neural Network, Engineering, Machine Learning +6

Eddy current flaw characterization in tubes by neural networks and finite element modeling

Sung-Jin Song, Young-Kil Shin · NDT & E International · 2000 · 45 citations

Numerical Analysis, Optical Eddy Current, Electrical Engineering +6