| A deep learning-based forecasting model for renewable energy scenarios to guide sustainable energy policy: A case study of Korea KJ Nam, S Hwangbo, CK Yoo Renewable and Sustainable Energy Reviews 122, 109725, 2020 | 190 | 2020 |
| Sustainable and reliable design of reverse osmosis desalination with hybrid renewable energy systems through supply chain forecasting using recurrent neural networks Q Li, J Loy-Benitez, KJ Nam, S Hwangbo, J Rashidi, CK Yoo Energy 178, 277-292, 2019 | 87 | 2019 |
| A deep reinforcement learning-based autonomous ventilation control system for smart indoor air quality management in a subway station SK Heo, KJ Nam, J Loy-Benitez, Q Li, SC Lee, CK Yoo Energy and Buildings 202, 109440, 2019 | 57 | 2019 |
| Hydrogen-based self-sustaining integrated renewable electricity network (HySIREN) using a supply-demand forecasting model and deep-learning algorithms S Hwangbo, KJ Nam, SK Heo, CK Yoo Energy conversion and management 185, 353-367, 2019 | 53 | 2019 |
| Sustainable subway indoor air quality monitoring and fault-tolerant ventilation control using a sparse autoencoder-driven sensor self-validation J Loy-Benitez, Q Li, KJ Nam, CK Yoo Sustainable Cities and Society 52, 101847, 2020 | 44 | 2020 |
| Data-driven hybrid model for forecasting wastewater influent loads based on multimodal and ensemble deep learning SK Heo, KJ Nam, J Loy-Benitez, CK Yoo IEEE Transactions on Industrial Informatics 17 (10), 6925-6934, 2020 | 42 | 2020 |
| A proactive energy-efficient optimal ventilation system using artificial intelligent techniques under outdoor air quality conditions KJ Nam, SK Heo, Q Li, J Loy-Benitez, MJ Kim, DS Park, CK Yoo Applied energy 266, 114893, 2020 | 42 | 2020 |
| Transfer learning driven sequential forecasting and ventilation control of PM2. 5 associated health risk levels in underground public facilities S Tariq, J Loy-Benitez, KJ Nam, G Lee, MJ Kim, DS Park, CK Yoo Journal of Hazardous Materials 406, 124753, 2021 | 38 | 2021 |
| A dynamic gain-scheduled ventilation control system for a subway station based on outdoor air quality conditions J Loy-Benitez, Q Li, P Ifaei, K Nam, SK Heo, C Yoo Building and Environment 144, 159-170, 2018 | 37 | 2018 |
| A hybrid machine learning–based multi-objective supervisory control strategy of a full-scale wastewater treatment for cost-effective and sustainable operation under varying … SK Heo, KJ Nam, S Tariq, JY Lim, J Park, CK Yoo Journal of Cleaner Production 291, 125853, 2021 | 32 | 2021 |
| Life cycle and economic assessments of key emerging energy efficient wastewater treatment processes for climate change adaptation J Rashidi, GH Rhee, M Kim, KJ Nam, S Heo, CK Yoo, A Karbassi International Journal of Environmental Research 12, 815-827, 2018 | 29 | 2018 |
| Quantitative structure-property relationship (QSPR) models for predicting the physicochemical properties of polychlorinated biphenyls (PCBs) using deep belief network U Safder, KJ Nam, D Kim, M Shahlaei, CK Yoo Ecotoxicology and environmental safety 162, 17-28, 2018 | 26 | 2018 |
| Dual-objective optimization for energy-saving and fouling mitigation in MBR plants using AI-based influent prediction and an integrated biological-physical model KJ Nam, SK Heo, GH Rhee, MJ Kim, CK Yoo Journal of Membrane Science 626, 119208, 2021 | 21 | 2021 |
| Availability and reliability analysis of integrated reverse osmosis—Forward osmosis desalination network U Safder, P Ifaei, K Nam, J Rashidi, C Yoo Desalination and Water Treatment 10, 1-7, 2018 | 21 | 2018 |
| Inter-regional multimedia fate analysis of PAHs and potential risk assessment by integrating deep learning and climate change scenarios KJ Nam, Q Li, SK Heo, S Tariq, J Loy-Benitez, TY Woo, CK Yoo Journal of Hazardous Materials 411, 125149, 2021 | 20 | 2021 |
| Integrated hydrogen supply networks for waste biogas upgrading and hybrid carbon-hydrogen pinch analysis under hydrogen demand uncertainty S Hwangbo, KJ Nam, J Han, IB Lee, CK Yoo Applied Thermal Engineering 140, 386-397, 2018 | 20 | 2018 |
| Process assessment of a full-scale wastewater treatment plant using reliability, resilience, and econo-socio-environmental analyses (R2ESE) AH Ba-Alawi, P Ifaei, Q Li, KJ Nam, M Djeddou, CK Yoo Process Safety and Environmental Protection 133, 259-274, 2020 | 17 | 2020 |
| An efficient burst detection and isolation monitoring system for water distribution networks using multivariate statistical techniques KJ Nam, P Ifaei, S Heo, G Rhee, S Lee, CK Yoo Sustainability 11 (10), 2970, 2019 | 17 | 2019 |
| A systematic approach of removal mechanisms, control and optimization of silver nanoparticle in wastewater treatment plants P Vilela, H Liu, SC Lee, S Hwangbo, KJ Nam, CK Yoo Science of the total environment 633, 989-998, 2018 | 17 | 2018 |
| Multi-objective optimization of a time-delay compensated ventilation control system in a subway facility–A harmony search strategy J Loy-Benitez, Q Li, KJ Nam, HT Nguyen, MJ Kim, DS Park, CK Yoo Building and Environment 190, 107543, 2021 | 16 | 2021 |
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