Hyung Ju Hwang

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Hwijae SonKonkuk UniversityVerified email at konkuk.ac.kr
Yan GuoDivision of Applied Mathematics, Brown UniversityVerified email at brown.edu
Jin Woo JangPohang University of Science and Technology, Department of MathematicsVerified email at math.upenn.edu
Jae Yong LeeAssistant Professor, Department of AI, Chung-Ang UniversityVerified email at cau.ac.kr
Seyoung JungProfessor, Seoul National University Bundang HospitalVerified email at snubh.org
Juhi JangUniversity of Southern CaliforniaVerified email at usc.edu
Du PhanGoogle ResearchVerified email at postech.ac.kr
Rakhoon HwangHyundai Motor CompanyVerified email at hyundai.com
marco fontelosInstituto de Ciencias Matemáticas, CSIC, SpainVerified email at icmat.es
Zhimeng OuyangBrown UniversityVerified email at brown.edu
Yangjin KimProfessor of mathematics, Konkuk UniversityVerified email at konkuk.ac.kr
Radek ErbanMathematical Institute, University of OxfordVerified email at maths.ox.ac.uk
Gunsu YunPohang University of Science and TechnologyVerified email at postech.ac.kr
Yong Song GhoPohang University of Science and TechnologyVerified email at postech.ac.kr
Kevin PainterDIST, Politecnico di Torino, ItalyVerified email at polito.it
Young Hyun KimPh.D. in Dental Science, KHIDI(Korea Health Industry Development Institute)Verified email at khidi.or.kr
Sang Joon LeePOSTECHVerified email at postech.ac.kr
Seong Jin ParkPOSTECHVerified email at postech.ac.kr
Ha, Seung-YealSeoul National UniversityVerified email at snu.ac.kr
Byungsoo MoonIncheon National UniversityVerified email at inu.ac.kr

Hyung Ju Hwang

Professor and Director for CM2LA, POSTECH

Verified email at postech.ac.kr

Scientific Machine Learning Mathematical AI PDEs


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Data analytic approach for bankruptcy prediction H Son, C Hyun, D Phan, HJ Hwang Expert Systems with Applications 138, 112816, 2019	157	2019
On the Dynamical Rayleigh-Taylor Instability. HJ Hwang, Y Guo Archive for Rational Mechanics & Analysis 167 (3), 2003	99	2003
Real-world implications of a rapidly responsive COVID-19 spread model with time-dependent parameters via deep learning: Model development and validation SY Jung, H Jo, H Son, HJ Hwang Journal of medical Internet research 22 (9), e19907, 2020	75*	2020
Sobolev training for physics informed neural networks H Son, JW Jang, WJ Han, HJ Hwang arXiv preprint arXiv:2101.08932, 2021	69*	2021
Global solutions of nonlinear transport equations for chemosensitive movement HJ Hwang, K Kang, A Stevens SIAM journal on mathematical analysis 36 (4), 1177-1199, 2005	64	2005
On the existence of exponentially decreasing solutions of the nonlinear Landau damping problem HJ Hwang, JJL Velázquez Indiana University mathematics journal, 2623-2660, 2009	63	2009
Explainability of machine learning models for bankruptcy prediction MS Park, H Son, C Hyun, HJ Hwang Ieee Access 9, 124887-124899, 2021	60	2021
Regulation of Th1/Th2 cells in asthma development: a mathematical model Y Kim, S Lee, YS Kim, S Lawler, YS Gho, YK Kim, HJ Hwang Mathematical Biosciences & Engineering 10 (4), 1095-1133, 2013	58	2013
Drift-diffusion limits of kinetic models for chemotaxis: a generalization HJ Hwang, K Kang, A Stevens Discrete and Continuous Dynamical Systems-B 5 (2), 319-334, 2005	58	2005
Travelling waves in hyperbolic chemotaxis equations C Xue, HJ Hwang, KJ Painter, R Erban Bulletin of Mathematical Biology 73, 1695-1733, 2011	55	2011
Optimal gradient estimates and asymptotic behaviour for the Vlasov–Poisson system with small initial data HJ Hwang, AD Rendall, JJL Velázquez Archive for rational mechanics and analysis 200 (1), 313-360, 2011	55	2011
The Landau equation with the specular reflection boundary condition Y Guo, HJ Hwang, JW Jang, Z Ouyang Archive for Rational Mechanics and Analysis 236 (3), 1389-1454, 2020	53	2020
Global existence for the Vlasov–Poisson system in bounded domains HJ Hwang, JJL Velázquez Archive for rational mechanics and analysis 195, 763-796, 2010	51	2010
On the vlasov-poisson-fokker-planck equation near maxwellian HJ Hwang, J Jang Discrete Contin. Dyn. Syst. Ser. B, 2011	50	2011
Regularity for the Vlasov--Poisson system in a convex domain HJ Hwang SIAM journal on mathematical analysis 36 (1), 121-171, 2004	49	2004
On global existence for the Vlasov–Poisson system in a half space HJ Hwang, JJL Velázquez Journal of Differential Equations 247 (6), 1915-1948, 2009	44	2009
Solving pde-constrained control problems using operator learning R Hwang, JY Lee, JY Shin, HJ Hwang Proceedings of the AAAI Conference on Artificial Intelligence 36 (4), 4504-4512, 2022	43	2022
An to Framework for the Landau Equation J Kim, Y Guo, HJ Hwang Peking Mathematical Journal 3 (2), 131-202, 2020	41*	2020
The Fokker–Planck equation with absorbing boundary conditions HJ Hwang, J Jang, JJL Velázquez Archive for Rational Mechanics and Analysis 214, 183-233, 2014	38	2014
Enhanced physics-informed neural networks with augmented Lagrangian relaxation method (AL-PINNs) H Son, SW Cho, HJ Hwang Neurocomputing 548, 126424, 2023	37	2023

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