Junhyeon Seo

Fatigue damage prediction of top tensioned riser subjected to vortex-induced vibrations using artificial neural networks

Harishankar Sivaprasad, Malakonda Reddy Lekkala, Mohamed Latheef et al. · Ocean Engineering · 2022 · 40 citations · Full text

Engineering, Mechanical Engineering, Marine Engineering +20

Topology optimization with advanced CNN using mapped physics-based data

Junhyeon Seo, Rakesh K. Kapania · Structural and Multidisciplinary Optimization · 2023 · 26 citations · Full text

Geometric Learning, Engineering, Machine Learning +18

Lightweight Chassis Design of Hybrid Trucks Considering Multiple Road Conditions and Constraints

Shuvodeep De, Karanpreet Singh, Junhyeon Seo et al. · World Electric Vehicle Journal · 2020 · 19 citations · Full text

Automotive Engineering, Engineering, Structural Crashworthiness +18

Development of Deep Convolutional Neural Network for Structural Topology Optimization

Junhyeon Seo, Rakesh K. Kapania · AIAA Journal · 2023 · 16 citations

Convolutional Neural Network, Engineering, Multidisciplinary Design Optimization +16

Structural Design and Optimization of Commercial Vehicles Chassis under Multiple Load Cases and Constraints

Shuvodeep De, Karanpreet Singh, Junhyeon Seo et al. · AIAA Scitech 2019 Forum · 2019 · 11 citations

Engineering, Structural Crashworthiness, Commercial Vehicles Chassis +8