Publications

Predictive Modeling of Disinfectant Efficacy: Integrating Bacterial Inactivation Kinetics with Human Health Risk Assessment

Lee, K.W., Jo, H.^1st, Lee, S., Cho, T.J.

Food Research International top 7.2% · JCR 2025

Attention with Quantum Fourier Transform for Operator Learning in Dynamical Systems

Ryu, J., Jo, H.^1st, Hwang, H.J.

Physica Scripta

Neural Network-Based Parameter Estimation for Non-Autonomous Differential Equations with Discontinuous Signals

Jo, H.^1st, Joisc, K., Kim, J.K.

SIAM Journal on Applied Mathematics top 20.3% · JCR 2025

Reverse Engineering for Programmable Logic Controller Structure Estimation via White Box Networks

Lee, E.S., Jo, H.^1st, Hwang, H.J.

Journal of Intelligent Manufacturing top 17.6%

Cancer-related Dysfunctional Beliefs and Attitude about Sleep-6 (C-DBAS-6): A practical and accurate shortened version using XGBoost and SymScore

Cawiding, O.R., Jo, H.^1st, Jeon, S., Ardi, F.R., Kim, J.K., Chung, S.

Sleep and Biological Rhythms

Estimating the Distribution of Parameters in Differential Equations with Repeated Cross-Sectional Data

Jo, H.^1st, Cho, S.W., Hwang, H.J.

PLOS Computational Biology top 17.2%

Dysfunctional Beliefs and Attitudes about Sleep-6 (DBAS-6): Data-driven Shortened Version from a Machine Learning Approach

Jo, H.^1st, Jeon, H.J., Ahn, J., Jeon, S., Kim, J.K., Chung, S.

Sleep Medicine

Data-driven Shortened Insomnia Severity Index (ISI): A Machine Learning Approach

Jo, H.^1st, Lim, M., Jeon, H.J., Ahn, J., Jeon, S., Kim, J.K., Chung, S.

Sleep and Breathing

Density Physics-Informed Neural Network identifies sources of cell heterogeneity in signal transduction under antibiotic stress

Jo, H.^1st, Hong, H., Hwang, H.J., Chang, W., Kim, J.K.

Cell Patterns top 7.2%

Machine Learning-Based COVID-19 Patients Triage Algorithm using Patient-Generated Health Data from Nationwide Multicenter Database

Park, M.S., Jo, H.^1st, Lee, H., Jung, S.Y., Hwang, H.J.

Infectious Diseases and Therapy

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

Jung, S.Y., Jo, H.^1st, Son, H., Hwang, H.J.

Journal of Medical Internet Research top 8.9%

Trend to Equilibrium for the Kinetic Fokker-Planck Equation via the Neural Network Approach

Hwang, H.J., Jang, J.W., Jo, H.^1st, Lee, J.Y.

Journal of Computational Physics top 10.0%

Deep Neural Network Approach to Forward-Inverse Problems

Jo, H.^1st, Son, H.¹, Hwang, H.J., Kim, E.

Networks and Heterogeneous Media

The diffusive limit of the Vlasov-Fokker-Planck equation with the chemotactic sensitivity coupled to a parabolic equation

Hwang, H.J., Jo, H.^1st

Journal of Mathematical Analysis and Applications top 23.5%

Endpoint temperature prediction model for LD converters using machine-learning techniques

Jo, H.^1st, Hwang, H.J., Phan, D., Lee, Y., Jang, H.

2019 IEEE 6th International Conference on Industrial Engineering and Applications (ICIEA)

Machine Learning Technology applied to Steel Manufacturing Process

Jo, H.^1st, Hwang, S., Phan, D., Hwang, H.J.

From Nonsmooth Minima to Smooth Branches via Heat Kernel Regularization

Under review

Prediction for Overall Survival in Multiple Myeloma with XGB-AFT

Under review

Deep Predictor-Corrector Networks for Robust Parameter Estimation in Non-autonomous System with Discontinuous Inputs

Under review