Net Shape

Manufacturing

Laboratory

NSMLAB

2021


1
"Multiaxial fatigue life prediction of polychloroprene rubber (CR) reinforced with tungsten nano-particles based on semi-empirical and machine learning models"
Joeun Choi, Luca Quagliato, Seungro Lee, Dosuck Han, Junghoon Shin and Naksoo Kim
International Journal of Fatigue, 2021

2
Influences of stress triaxiality and local fiber orientation on the failure strain for injection-molded carbon fiber reinforced polyamide-6

Luca Quagliato, Joonhee Lee, Jo˜ao Henrique Fonseca, Dosuck Han, Hyungyil Lee, Naksoo Kim

Engineering Fracture Mechanics, 2021

3
" Machine Learning-Based Models for the Estimation of the Energy Consumption in Metal Forming Processes 

Irene Mirandola, Guido A. Berti, Roberto Caracciolo, Seungro Lee, Naksoo Kim and Luca Quagliato

Metals, 2021

4
" Experimental and numerical investigations on the failure behavior of metal skin and carbon fiber-reinforced polymer core structures considering layup and manufacturing process conditions

Sewon Jang, Naksoo Kim and Luca Quagliato

Advanced Composite Materials, 2021

5
" A New Approach to Preform Design in Metal Forging Processes Based on the Convolution Neural Network

Seungro Lee, Luca Quagliato, Donghwi Park, Inwoo Kwon , Juhyun Sun and Naksoo Kim

Applied Sciences, 2021 


Department of Mechanical Engineering, Sogang University, Seoul, Korea.
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