Myeong‐Seok Go

Physics-informed neural network-based surrogate model for a virtual thermal sensor with real-time simulation

Myeong‐Seok Go, Jae Hyuk Lim, Seung‐Chul Lee · International Journal of Heat and Mass Transfer · 2023 · 56 citations

Engineering, Physic Aware Machine Learning, Numerical Simulation +12

Data-driven stress and strain curves of the unidirectional composites by deep neural networks with principal component analysis and selective-data augmentation

Do‐Won Kim, Myeong‐Seok Go, Jae Hyuk Lim et al. · Composite Structures · 2023 · 31 citations

Materials Science, Deep Neural Networks, Engineering +10

Real-time full-field inference of displacement and stress from sparse local measurements using physics-informed neural networks

Myeong‐Seok Go, Hong-Kyun Noh, Jae Hyuk Lim · Mechanical Systems and Signal Processing · 2024 · 23 citations

Engineering, Physics, Physic Aware Machine Learning +12

A family of Craig–Bampton methods considering residual mode compensation

Myeong‐Seok Go, Jae Hyuk Lim, Jin‐Gyun Kim et al. · Applied Mathematics and Computation · 2019 · 19 citations

Numerical Computation, Engineering Mathematics, Craig–bampton Methods +1

Numerical modeling and experimental validation of lamina fracture and progressive delamination in composite dovetail specimens under tensile loading

Hong‐Kyun Noh, Myeong‐Seok Go, Jae Hyuk Lim et al. · Composite Structures · 2023 · 16 citations

Engineering, Progressive Delamination, Mechanical Engineering +7