Hwijae Son

Explainability of Machine Learning Models for Bankruptcy Prediction

Min Sue Park, Hwijae Son, Chongseok Hyun et al. · IEEE Access · 2021 · 70 citations · Full text

Enhanced physics-informed neural networks with Augmented Lagrangian relaxation method (AL-PINNs)

Hwijae Son, Sung Woong Cho, Hyung Ju Hwang · Neurocomputing · 2023 · 59 citations

Engineering, Machine Learning, Physics +7

Analysis of COVID-19 spread in South Korea using the SIR model with time-dependent parameters and deep learning

Hyeontae Jo, Hwijae Son, Hyung Ju Hwang et al. · 2020 · 55 citations · Full text

Infectious Disease Modelling, Engineering, Virus Epidemiology +15

Real-World Implications of a Rapidly Responsive COVID-19 Spread Model with Time-Dependent Parameters via Deep Learning: Model Development and Validation

Se Young Jung, Hyeontae Jo, Hwijae Son et al. · Journal of Medical Internet Research · 2020 · 31 citations · Full text

Deep neural network approach to forward-inverse problems

Hyeontae Jo, Hwijae Son, Hyung Ju Hwang et al. · Networks and Heterogeneous Media · 2020 · 23 citations · Full text

Deep Neural Networks, Engineering, Machine Learning +14