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HWANG, HYUNG JU(황형주) scopus

Department: Dept of Mathematics(수학과)

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Publication & Time Cited Count (For the Last 5 years)

Results 1-20 of 74 (Search time: 0.003 seconds).

Article

Density physics-informed neural networks reveal sources of cell heterogeneity in signal transduction

Patterns, 2024-02

HWANG, HYUNG JU

Article

Anomaly Detection in Time Series Data and its Application to Semiconductor ManufacturingSCIESCOPUS

IEEE Access, vol. 11, page. 130483 - 130490, 2023-12

Article

Physics-Informed Neural Networks for Microprocessor Thermal Management ModelSCIESCOPUS

IEEE Access, vol. 11, page. 122974 - 122979, 2023-12

Article

Concept-Oriented Self-Explaining NetworksSCIESCOPUS

Neural Processing Letters, vol. 55, no. 8, page. 10873 - 10904, 2023-12

Article

The deep minimizing movement schemeSCIESCOPUS

Journal of Computational Physics, vol. 494, 2023-12

Article

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

Neurocomputing, vol. 548, 2023-09

Article

opPINN: Physics-informed neural network with operator learning to approximate solutions to the Fokker-Planck-Landau equationSCIESCOPUS

Journal of Computational Physics, vol. 480, 2023-05

Article

Lagrangian dual framework for conservative neural network solutions of kinetic equationsSCIESCOPUS

Kinetic and Related Models, vol. 15, no. 4, page. 551 - 568, 2022-08

Article

Prior preference learning from experts: Designing a reward with active inferenceSCIESCOPUS

NEUROCOMPUTING, vol. 492, page. 508 - 515, 2022-07

Article

NEAR: Neighborhood Edge AggregatoR for Graph ClassificationSCIESCOPUS

ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, vol. 13, no. 3, 2022-06

Article

Prediction and recommendation by machine learning through repetitive internal validation for hepatic veno-occlusive disease/sinusoidal obstruction syndrome and early death after allogeneic hematopoietic cell transplantationSCIESCOPUS

Bone Marrow Transplantation, vol. 57, no. 4, page. 538 - 546, 2022-04

Article

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

Infectious Diseases and Therapy, vol. 11, no. 2, page. 787 - 805, 2022-04

HWANG, HYUNG JU

Article

The model reduction of the Vlasov-Poisson-Fokker-Planck system to the Poisson-Nernst-Planck system via the Deep Neural Network ApproachSCIESCOPUS

Mathematical Modelling and Numerical Analysis, vol. 55, no. 5, page. 1803 - 1846, 2021-09

Article

Neural network approach to data-driven estimation of chemotactic sensitivity in the Keller-Segel modelSCIESCOPUS

Mathematical Biosciences and Engineering, vol. 18, no. 6, page. 8524 - 8534, 2021-09

Article

Mechanism design of Token Economy in Healthcare Blockchain system based on Real-World scenarios: Algorithm development and ValidationSCIESCOPUS

Journal of Medical Internet Research, vol. 23, no. 9, 2021-09

Article

Explainability of Machine Learning Models for Bankruptcy PredictionSCIESCOPUS

IEEE Access, vol. 9, page. 124887 - 124899, 2021-09

Article

Automated cortical thickness measurement of the mandibular condyle head on CBCT images using a deep learning methodSCIESCOPUS

Scientific Reports, vol. 11, no. 1, 2021-07

Article

Correction to: The Landau Equation with the Specular Reflection Boundary Condition (Archive for Rational Mechanics and Analysis, (2020), 236, 3, (1389-1454), 10.1007/s00205-020-01496-5)SCIESCOPUS

Archive for Rational Mechanics and Analysis, vol. 240, no. 1, page. 605 - 626, 2021-04

Article

COMPACTNESS PROPERTIES AND LOCAL EXISTENCE OF WEAK SOLUTIONS TO THE LANDAU EQUATIONSCIESCOPUS

PROCEEDINGS OF THE AMERICAN MATHEMATICAL SOCIETY, vol. 148, no. 12, page. 5141 - 5157, 2020-12

Article

Hybrid Model of Mathematical and Neural Network Formulations for Rolling Force and Temperature Prediction in Hot Rolling ProcessesSCIESCOPUS

IEEE ACCESS, vol. 8, page. 153123 - 153133, 2020-08

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