Jinsu Gim

Transfer learning of machine learning models for multi-objective process optimization of a transferred mold to ensure efficient and robust injection molding of high surface quality parts

Jinsu Gim, Huaguang Yang, Lih‐Sheng Turng · Journal of Manufacturing Processes · 2023 · 68 citations

Engineering, Industrial Engineering, Manufacturing Engineering +17

In-mold condition-centered and explainable artificial intelligence-based (IMC-XAI) process optimization for injection molding

Jinsu Gim, Chung‐Yin Lin, Lih‐Sheng Turng · Journal of Manufacturing Systems · 2023 · 43 citations

Engineering, Manufacturing Engineering, Artificial Intelligence +11

Novel Analysis Methodology of Cavity Pressure Profiles in Injection-Molding Processes Using Interpretation of Machine Learning Model

Jinsu Gim, Byungohk Rhee · Polymers · 2021 · 35 citations · Full text

Engineering, Manufacturing Engineering, Mechanical Engineering +14

Detection method of filling imbalance in a multi-cavity mold for small lens

Jinsu Gim, Joon-Sung Tae, Joohyeong Jeon et al. · International Journal of Precision Engineering and Manufacturing · 2015 · 24 citations

Engineering, Manufacturing Engineering, Microfabrication +9

Causes of the Gloss Transition Defect on High-Gloss Injection-Molded Surfaces

Jinsu Gim, Eunsu Han, Byungohk Rhee et al. · Polymers · 2020 · 21 citations · Full text

Engineering, Manufacturing Engineering, Materials Science +14