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Hyundo Park
Hyundo Park
Ph.D. Candidate, Yonsei University | Korea Institute of Industrial Technology (KITECH)
yonsei.ac.kr의 이메일 확인됨
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Development of physical property prediction models for polypropylene composites with optimizing random forest hyperparameters
C Joo, H Park, J Lim, H Cho, J Kim
International Journal of Intelligent Systems 37 (6), 3625-3653, 2022
332022
Method for Determining Optimum Operational Conditions of Microbubble Scrubber Using Image Processing.
Y Yoo, H Park, Y Choi, J Jung, H Song, J Kim, H Cho
Journal of Environmental Informatics, 2021
152021
Optimal operating strategy of ash deposit removal system to maximize boiler efficiency using CFD and a thermal transfer efficiency model
H Park, J Lee, J Lim, H Cho, J Kim
Journal of Industrial and Engineering Chemistry 110, 301-317, 2022
142022
Machine learning approach to predict physical properties of polypropylene composites: Application of MLR, DNN, and random forest to industrial data
C Joo, H Park, H Kwon, J Lim, E Shin, H Cho, J Kim
Polymers 14 (17), 3500, 2022
122022
A framework for energy optimization of distillation process using machine learning‐based predictive model
H Park, H Kwon, H Cho, J Kim
Energy Science & Engineering 10 (6), 1913-1924, 2022
122022
Development of machine learning-based platform for distillation column
KC Oh, H Kwon, J Roh, Y Choi, H Park, H Cho, J Kim
Korean Chemical Engineering Research 58 (4), 565-572, 2020
82020
Modeling and optimization of water mist system for effective air-cooled heat exchangers
H Park, J Roh, K cheol Oh, H Cho, J Kim
International Journal of Heat and Mass Transfer 184, 122297, 2022
72022
Machine learning-based heat deflection temperature prediction and effect analysis in polypropylene composites using catboost and shapley additive explanations
C Joo, H Park, J Lim, H Cho, J Kim
Engineering Applications of Artificial Intelligence 126, 106873, 2023
62023
Interpretable machine learning framework for catalyst performance prediction and validation with dry reforming of methane
J Roh, H Park, H Kwon, C Joo, I Moon, H Cho, I Ro, J Kim
Applied Catalysis B: Environmental 343, 123454, 2024
42024
Data-driven modeling for physical property prediction of polypropylene composites using artificial neural network and principal component analysis
J Chonghyo, P Hyundo, H Seokyoung, L Jongkoo, C Hyungtae, M Il, ...
Computer Aided Chemical Engineering 51, 1369-1374, 2022
32022
Reinforcement learning-based optimal operation of ash deposit removal system to improve recycling efficiency of biomass for CO2 reduction
J Lim, H Cho, H Kwon, H Park, J Kim
Journal of Cleaner Production 370, 133605, 2022
22022
Prediction for heat deflection temperature of polypropylene composite with Catboost
J Chonghyo, P Hyundo, H Scokyoung, L Jongkoo, H Insu, C Hyungtae, ...
Computer Aided Chemical Engineering 49, 1801-1806, 2022
22022
Computational fluid dynamic modelling of optimal water level in low-pressure microbubbles scrubbers
H Park, Y Yoo, Y Choi, J Roh, J Lee, J Kim, H Cho
Chemical Engineering Transactions 86, 613-618, 2021
22021
A Data-based Predictive Model for Distillation Column of Bio-based 2, 3-Butanediol
Y Choi, H Park, J Roh, J Lim, I Han, DK Kim, S Jeon, HG Nam, I Moon, ...
Computer Aided Chemical Engineering 50, 1005-1011, 2021
22021
Advancing Glycan Analysis: A New Platform Integrating SERS, Boronic Acids, and Machine Learning Algorithms
Q Hu, D Kuai, H Park, H Clark, PB Balbuena, JSI Kwon, HJ Wu
Advanced Sensor Research 2 (12), 2300052, 2023
12023
Distillation Column Temperature Prediction Based on Machine-Learning Model Using Wavelet Transform
H Kwon, Y Choi, H Park, KC Oh, H Cho, I Moon, J Kim
Computer Aided Chemical Engineering 49, 1651-1656, 2022
12022
Analysis on the heat exchange efficiency of kraft recovery boiler by nose arch structure using cfd
Y Jang, H Park, H Park, J Kim, H Cho
Applied Chemistry for Engineering 32 (2), 149-156, 2021
12021
CFD-based Design Optimization of Air Quenching Equipment to Enhance the Cooling Effect
J Roh, H Cho, Y Choi, H Park, I Moon, J Kim
Computer Aided Chemical Engineering 48, 289-294, 2020
12020
Development and Optimization of A Low-Pressure Microbubble Scrubber for Air Pollutants Removal Using CFD.
H Park, S Yang, Y Yoo, J Jung, I Moon, H Cho, J Kim
Journal of Environmental Informatics 43 (1), 2024
2024
Accelerating active catalyst discovery: a probabilistic prediction-based screening methodology with applications in dry reforming of methane
H Park, J Roh, H Cho, I Ro, J Kim
Journal of Materials Chemistry A 12 (3), 1629-1641, 2024
2024
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학술자료 1–20