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Publications
Medicine/Bio Tech.
JMIR
Real-World Implications of a Rapidly Responsive COVID-19 Spread Model with Time-Dependent Parameters via Deep Learning: Model Development and Validation
S.Y. Jung, H. Jo, H. Son, H.J. Hwang
medarxiv
Analysis of COVID-19 spread in South Korea using the SIR model with time-dependent parameters and deep learning
H. Jo, H. Son, S.Y. Jung, H.J. Hwang
Mathematical Biosciences and Engineering
Stability and bifurcation analysis and simulation for chemotaxis model in immunology
C. Yoon, S. Kim, H.J. Hwang
J. Math. Biol
Mathematical modeling and its analysis for instability of the immune system induced by chemotaxis
Lee, S. Kim, Y. Oh, H. J. Hwang
J. Math. Biol
Onset of the Th17 Phenotype in Asthma development: The role of TGFbeta
S. Lee, H.J. Hwang, and Y. Kim
J. Math. Chem
Bistable stochastic biochemical networks: Large chemical networks and systems with many molecules
H.J. Hwang and J. Velazquez
Math. Biosci. Eng.
Regulation On Th1/Th2 Cells In Asthma Development: A Mathematical Model
Y. Kim, S. Lee, Y. Kim, S. Lawler, Y. S. Gho, Y. Kim, H. J. Hwang
Bull. Math. Biol.
Travelling waves in hyperbolic chemotaxis equations
C. Xue, H.J. Hwang, R. Erban, K. Painter
Discrete Contin. Dyn. Syst.
Global existence results for the complex hyperbolic models of bacterial chemotaxis
R. Erban and H.J. Hwang
Indiana Univ. Math. J.
Global existence of classical solutions for a hyperbolic chemotaxis model and its parabolic limit
H.J. Hwang, K. Kang and A. Stevens
SIAM J. Math. Anal.
Global solutions of nonlinear transport equations for chemosensitive movement
H.J. Hwang, K. Kang and A. Stevens
Discrete Contin. Dyn. Syst.
Drift-diffusion limits of kinetic models for chemotaxis: a generalization
H.J. Hwang, K. Kang and A. Stevens
Industrial Tech.
IEEE Access
Hybrid Model of Mathematical and Neural Network Formulations for Rolling Force and Temperature Prediction in Hot Rolling Processes
Rakhoon Hwang, Hyeontae Jo, Kyung Seok Kim, Hyung Ju Hwang
ICWSM 2021
Posting Bot Detection on Blockchain-based Social Media Platform using Machine Learning Techniques
Hyung Ju Hwang, Seungjo Jeong, Taehyun Kim, Hyomin Shin
Expert Systems with Applications
Data Analytic Approach to the Bankruptcy Prediction
H. Son, D. Phan, J. Hyeon, H.J. Hwang
ICIEA
Endpoint Temperature Prediction model in the LD Converter Using Machine Learning Techniques
H. Jo, D. Phan, Y. Lee, H. Jang, H.J. Hwang
Applied Math.
Journal of Computational Physics
Trend toward equilibrium for the kinetic Fokker-Planck equation via the neural network approach
Hyung Ju Hwang, Jin Woo Jang, Hyeontae Jo, Jae Yong Lee
Networks and Heterogeneous Media
Deep Neural Network Approach to Forward-Inverse Problems
H.J. Hwang, H. Jo, E. Kim, H. Son