Net Shape





"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

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

" 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

" 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

" 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 

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