Journal papers
* Indicates the corresponding author.
† Indicates that these authors contributed equally to this work.
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40) Vahid Modanloo†, Sewon Jang, Taeyong Lee, and Luca Quagliato†*. Gradient Enhanced-Expert Informed Neural Network (GE-EINN) for forming depth prediction from a small-scale metal stamping dataset. Journal of Manufacturing Processes, UNDER REVIEW.
39) Luca Quagliato†, Sewon Kim†, Olamide Robiat Hassan, Taeyong Lee. Heel pad’s properties and gait parameters reciprocal modeling by Gaussian Mixture and Extreme Gradient Boosting modeling. Biomedical Signal Processing and Control, UNDER REVIEW.
38) Luca Quagliato†, Jiin Seo1, Jiheun Hong, Yoon-Sok Chung, Taeyong Lee. 2D-DXA Scan-based and Synthetic Data Enhanced Fracture Risk Prediction for Osteoporotic Patients. Endocrinology and Metabolism, ACCEPTED MANUSCRIPT.
37) Luca Quagliato, Johannes Seitz, Mattia Perin. Machine learning modeling for material science and manufacturing: overview and perspectives for the future. AI & Materials (perspective paper), 2025 1:1. https://doi.org/10.55092/20250005
36) Luca Quagliato, Youngbin Lim, Yunjeong Choi, Kyoung Min Lee, Sewon Kim, Taeyong Lee. Optimizing the graft size in the Evans osteotomy to minimize the calcaneocuboid joint pressure by highly realistic in-silico analysis. Scientific Reports 2025, 15(1). https://doi.org/10.1038/s41598-025-85688-7
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35) Amin Safi Jahanshahi, Behnam Akhoundi, Luca Quagliato. Investigation of Compressive Strength of 3D-Printed PLA/Continuous Glass Fibers Composites Manufactured by Simultaneous Impregnation Extrusion-Based Additive Manufacturing. Engineering Research Express 2024, 7:1. https://doi.org/10.1088/2631-8695/ada228
34) Lichen Li, Ziyuan Song, Xinxin Zhang, Fangyuan Wang, Pengda Song, Kai Jin 1, Taeyong Lee, Luca Quagliato*. Influence of Grinding Tool Parameters on Post‐Machining Quality of CFRP Laminates through Acceleration Signal and Surface Roughness Analysis. Journal of Composite Science 2024, 8, 543. https://doi.org/10.3390/jcs8120543
33) Li Wang, Jinpeng Tang, Kai Jin, Richmond Polley Yankey, Guido Berti, Luca Quagliato. Static in-situ curing characteristics of CFRP based on near-infrared laser. Scientific Reports 14 (23135). https://doi.org/10.1038/s41598-024-73227-9
32) Seungro Lee, Youngbin Lim, Lander Galdos, Taeyong Lee, Luca Quagliato*. Gaussian process regression-driven deep drawing blank design method. International Journal of Mechanical Sciences 265, 108898. https://doi.org/10.1016/j.ijmecsci.2023.108898
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31) Vahid Modanloo, Behnam Akhoundi, Taeyong Lee, Luca Quagliato*. On improving sheet metal formability in hydrodynamic deep drawing process through a solid oil type mineral grease pressure medium. Steel Research International 2024, 95, 2300324. https://doi.org/10.1002/srin.202300324
30) Mattia Perin†, Luca Quagliato†, Guido A Berti, Changsoon Jang, Sewon Jang, Taeyong Lee. Manufacturing Process, Tensile-Compressive, and Impact Properties of Tungsten (W)-Particle-Reinforced SLA Methacrylate. Polymers 15 (24), 4728. https://doi.org/10.3390/polym15244728
29) Mattia Perin, Youngbin Lim, Guido A Berti, Taeyong Lee, Kai Jin, Luca Quagliato*. Single and Multiple Gate Design Optimization Algorithm for Improving the Effectiveness of Fiber Reinforcement in the Thermoplastic Injection Molding Process. Polymers 15 (14), 3094. https://doi.org/10.3390/polym15143094
28) Chanin Jung, Yulhwa Lee, Haeun Yum, Chani Kwon, Changsoon Jang, Luca Quagliato, Taeyong Lee. Counter-Rotating Hoop Stabilizer and SVR Control for Two-Wheels Vehicle Applications. IEEE Access 11, 14436-14447. https://ieeexplore.ieee.org/abstract/document/10041155
27) Seungro Lee, Junhee Park, Nanksoo Kim, Taeyong Lee, Luca Quagliato*. Extreme gradient boosting-inspired process optimization algorithm for manufacturing engineering applications. Materials & Design 226, 111625. https://doi.org/10.1016/j.matdes.2023.111625
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26) Luca Quagliato, Soo Yeon Kim, Seok Chang Ryu. Quasi-ductile to brittle transitional behavior and material properties gradient for additively manufactured SLA acrylate. Materials Letters 329, 133121. https://doi.org/10.1016/j.matlet.2022.133121
25) Luca Quagliato, Mauro Ricotta, Michele Zappalorto, Seok Chang Ryu, and Naksoo Kim. Notch effect in 20% short carbon fibre-PA reinforced composites under quasi-static tensile loads. Theoretical and Applied Fracture Mechanics 122, 103649 (2022). https://doi.org/10.1016/j.tafmec.2022.103649
24) Irene Mirandola†, Luca Quagliato†*, Guido A. Berti, Roberto Caracciolo, Seok Chang Ryu, Mattia Perin, and Naksoo Kim. Geometry evolution prediction and process settings influence in profiled ring rolling. The International Journal of Advanced Manufacturing Technology 122 (2), 799-819. https://doi.org/10.1007/s00170-022-09928-0
23) Luca Quagliato and Seok Chang Ryu. FEA Modeling of Soft Tissue Interaction for Active Needles With a Rotational Tip Joint. IEEE Access 10, 46291-46301. https://ieeexplore.ieee.org/abstract/document/9761181
22) Sewon Jang†, Luca Quagliato†, Naksoo Kim*. Experimental and numerical investigations on the failure behavior of metal skin and carbon fiber-reinforced polymer core structures considering layup and manufacturing process conditions. Advanced Composite Materials 31 (2), 173-194. https://doi.org/10.1080/09243046.2021.1943107
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21) Seungro Lee†, Luca Quagliato†*, Donghwi Park, Guido A. Berti, and Naksoo Kim. A Buckling Instability Prediction Model for the Reliable Design of Sheet Metal Panels Based on an Artificial Intelligent Self-Learning Algorithm. Metals 11 (10), 1533. https://doi.org/10.3390/met11101533
20) Seungro Lee†, Luca Quagliato†, Donghwi Park, Inwoo Kwon, Juhyun Sun and Naksoo Kim*. A New Approach to Preform Design in Metal Forging Processes Based on the Convolution Neural Network. Applied Sciences 11 (17), 7948. https://doi.org/10.3390/app11177948
19) João Henrique Fonseca, Luca Quagliato, Seungjong Yun, Dosuck Han, Naksoo Kim, Hyungyil Lee.
Preliminary design of an injection-molded recycled-carbon fiber–reinforced plastic/metal hybrid automotive structure via combined optimization techniques. Structural and Multidisciplinary Optimization 64 (4), 2773-2788. https://doi.org/10.1007/s00158-021-02988-y
18) Irene Mirandola, Guido A. Berti, Roberto Caracciolo, Seungro Lee, Naksoo Kim and Luca Quagliato*. Machine Learning-Based Models for the Estimation of the Energy Consumption in Metal Forming Processes. Metals, 11(5), 833. https://doi.org/10.3390/met11050833
17) Luca Quagliato, Joonhee Lee, João Henrique Fonseca, Dosuck Han, Hyungyil Lee, Naksoo Kim*. Influences of stress triaxiality and local fiber orientation on the failure strain for injection-molded carbon fiber reinforced polyamide-6. Engineering Fracture Mechanics 250, 107784. https://doi.org/10.1016/j.engfracmech.2021.107784
16) Joeun Choi, Luca Quagliato, Seungro Lee, Junghoon Shin, Naksoo Kim*. Multiaxial fatigue life prediction of polychloroprene rubber (CR) reinforced with tungsten nanoparticles based on semi-empirical and machine learning models. International Journal of Fatigue 145, 106136. https://doi.org/10.1016/j.ijfatigue.2020.106136
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15) Luca Quagliato, Yonghee Kim, João Henrique Fonseca, Dosuck Han, Seungjong Yun, Hyungtak Lee, Nara Park, Hyungyil Lee, Naksoo Kim*. The influence of fiber orientation and geometry-induced strain concentration on the fatigue life of short carbon fibers reinforced polyamide-6. Materials & Design 190, 108569. https://doi.org/10.1016/j.matdes.2020.108569
14) Luca Quagliato, Dongwook Kim, Donghwi Park and Naksoo Kim*. Numerical investigation on the influence of the electro-resistance welding pipe manufacturing process on the local variation of the yield strength of the pipe material. Advances in Mechanical Engineering, Vol. 12(5) 1–16. https://doi.org/10.1177/1687814020917803
13) Joeun Choi, Luca Quagliato, Junghoon Shin, Naksoo Kim*. Investigation on the static and cyclic anisotropic mechanical behavior of polychloroprene rubber (CR) reinforced with tungsten nano-particles. Engineering Fracture Mechanics 235, 107183. https://doi.org/10.1016/j.engfracmech.2020.107183
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12) Luca Quagliato, Changsoon Jang, Naksoo Kim*. Manufacturing process and mechanical properties characterization for steel skin – Carbon fiber reinforced polymer core laminate structures. Composite Structures 209, 1-12. https://doi.org/10.1016/j.compstruct.2018.10.078
11) João Henrique Fonseca, Giyeol Han, Luca Quagliato, Yonghee Kim, Joeun Choi, Taeyeon Keum, Sungeun Kim, Do Suck Han, Naksoo Kim, Hyungyil Lee*. Design and numerical evaluation of recycled-carbon-fiber-reinforced polymer/metal hybrid engine cradle concepts. International Journal of Mechanical Sciences 163, 105115. https://doi.org/10.1016/j.ijmecsci.2019.105115
10) Dongwook Kim, Luca Quagliato, Donghwi Park, Naksoo Kim*. Lifetime prediction of linear slide rails based on surface abrasion and rolling contact fatigue-induced damage. Wear 420, 184-194. https://doi.org/10.1016/j.wear.2018.10.015
9) Dongcheng Li, Nana Han, Luca Quagliato, Naksoo Kim, and Ge Yu. Some Manifestations of Antioxidation Coating for Hot Precision Forging Gears. Advances in Materials Science and Engineering 2019 (1), 3864765. https://doi.org/10.1155/2019/3864765
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8) Luca Quagliato*, Guido A. Berti, Dongwook Kim, Naksoo Kim. Slip line model for forces estimation in the radial-axial ring rolling process. International Journal of Mechanical Sciences 138, 17-33. https://doi.org/10.1016/j.ijmecsci.2018.01.025
7) Honglae Kim, Salman Al-Saeedi, Changsoon Jang, Luca Quagliato, Naksoo Kim*. Development of an index model for oil canning of steel sheet metal forming products. The International Journal of Advanced Manufacturing Technology 97, 3023-3037.
https://doi.org/10.1007/s00170-018-2162-z
6) Luca Quagliato, Guido A. Berti, Dongwook Kim, Naksoo Kim*. Contact geometry estimation and precise radial force prediction for the radial-axial ring rolling process. International Journal of Material Forming 11, 789-805. https://doi.org/10.1007/s12289-017-1388-x
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5) Luca Quagliato, Dongwook Kim, Nara Lee, Soyoung Hwang, Joseph Domblesky, Naksoo Kim*. Run-out based crossed roller bearing life prediction by utilization of accelerated testing approach and FE numerical models. International Journal of Mechanical Sciences 130, 99-110. http://dx.doi.org/10.1016/j.ijmecsci.2017.06.006
4) Joonmin Lee, Dongwook Kim, Luca Quagliato, Soochang Kang, Naksoo Kim*. Change of the yield stress in roll formed ERW pipes considering the Bauschinger effect. Journal of Materials Processing Technology 244, 304-313. http://dx.doi.org/10.1016/j.jmatprotec.2017.01.022
3) Luca Quagliato*, Guido A. Berti. Temperature estimation and slip-line force analytical models for the estimation of the radial forming force in the RARR process of flat rings. International Journal of Mechanical Sciences 123, 311-323. http://dx.doi.org/10.1016/j.ijmecsci.2017.02.008
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2) Luca Quagliato*, Guido A. Berti. Mathematical definition of the 3D strain field of the ring in the radial-axial ring rolling process. International Journal of Mechanical Sciences 115, 746-759. http://dx.doi.org/10.1016/j.ijmecsci.2016.07.009
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1) Guido A. Berti, Luca Quagliato*, M. Monti. Set-up of radial-axial ring-rolling process: Process worksheet and ring geometry expansion prediction. International Journal of Mechanical Sciences 99, 58-71. http://dx.doi.org/10.1016/j.ijmecsci.2015.05.004