Ming Guo

Hanyang University - School of Mechanical Engineering

SCHOLARLY PAPERS

5

DOWNLOADS

307

TOTAL CITATIONS

1

Scholarly Papers (5)

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1.

Hyperparameter Optimization for Physics-Informed Neural Networks Utilizing Genetic Algorithm

Number of pages: 52 Posted: 03 Oct 2023
Dang Khoi Le, Ming Guo and Joon Yong Yoon
Hanyang University, Hanyang University - School of Mechanical Engineering and Hanyang University
Downloads 124 (494,114)

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Hyperparameter Optimization, Genetic Algorithm, Physics-Informed Neural Networks, Partial differential equations

2.

A Hybrid Cfd – Deep Learning Methodology to Improve the Accuracy of Cut-Off Diameter Prediction in Coarse-Grid Simulations for Cyclone Separators

Number of pages: 43 Posted: 03 Nov 2022
Dang Khoi Le, Ming Guo and Joon Yong Yoon
Hanyang University, Hanyang University - School of Mechanical Engineering and Hanyang University
Downloads 52 (844,765)

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Cyclone Separator, Cut-off Diameter, Collection Efficiency, Computational Fluid Dynamics, Neural Networks, Hybrid Method

3.

Effect of the Arrangement of Cavitation Generation Unit on the Performance of an Advanced Rotational Hydrodynamic Cavitation Reactor

Number of pages: 27 Posted: 12 Apr 2023
Xun Sun, Gaoju Xia, Xiaoqi Jia, Weibin You, Ming Guo, Sivakumar Manickam, Yang Tao, Shan Zhao, Joon Yong Yoon and Xiaoxu Xuan
Shandong University - Key Laboratory of High-efficiency and Clean Mechanical Manufacturing, Shandong University, Zhejiang Sci-tech University - Key Laboratory of Fluid Transmission Technology of Zhejiang Province, Shandong University, Hanyang University - School of Mechanical Engineering, Universiti Teknologi Brunei - Petroleum and Chemical Engineering, Nanjing Agricultural University (NAU) - College of Food Science and Technology, Shandong University, Hanyang University and Shandong University - Key Laboratory of High-efficiency and Clean Mechanical Manufacturing
Downloads 48 (868,838)

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Process intensification, Hydrodynamic cavitation, Hydrodynamic cavitation reactor, Arrangement of CGU, computational fluid dynamics

4.

The Influence of Randomly Distributed Wall Roughness on the Flow Behaviors of Liquid-Liquid Slug Flow in a Co-Flowing Microchannel

Number of pages: 38 Posted: 08 Aug 2022
Ming Guo, Xun Sun, Hyungjoon Son, Sungyoun Na, Yilin Lu, Dang Khoi Le and Joon Yong Yoon
Hanyang University - School of Mechanical Engineering, Shandong University - Key Laboratory of High-efficiency and Clean Mechanical Manufacturing, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Hanyang University and Hanyang University
Downloads 48 (868,838)

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Co-flowing microchannel, Random wall roughness, Liquid-liquid slug flow, Computational fluid dynamics

5.

Intermediate Treatment of Sewage Sludge Using an Advanced Rotational Hydrodynamic Cavitation Reactor for Improvement of Biogas Production

Number of pages: 22 Posted: 29 Feb 2024
Hyungjoon Son, Sungyoun Na, Ming Guo, Dang Khoi Le, Xun Sun and Joon Yong Yoon
affiliation not provided to SSRN, affiliation not provided to SSRN, Hanyang University - School of Mechanical Engineering, Hanyang University, Shandong University - Key Laboratory of High-efficiency and Clean Mechanical Manufacturing and Hanyang University
Downloads 35 (1,011,519)
Citation 1

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Hydrodynamic cavitation, Intermediate treatment, biogas production, Anaerobic digestion