| An insight into nanocellulose as soft condensed matter: Challenge and future prospective toward environmental sustainability KW Tan, SK Heo, ML Foo, IML Chew, CK Yoo Science of the total environment 650, 1309-1326, 2019 | 95 | 2019 |
| Soft sensor validation for monitoring and resilient control of sequential subway indoor air quality through memory-gated recurrent neural networks-based autoencoders J Loy-Benitez, SK Heo, CK Yoo Control Engineering Practice 97, 104330, 2020 | 57 | 2020 |
| 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 |
| Deep learning driven QSAR model for environmental toxicology: effects of endocrine disrupting chemicals on human health SK Heo, U Safder, CK Yoo Environmental pollution 253, 29-38, 2019 | 48 | 2019 |
| Data-Driven Hybrid Model for Forecasting Wastewater Influent Loads Based on Multimodal and Ensemble Deep Learning S Heo, K Nam, J Loy-Benitez, C Yoo IEEE Transactions on Industrial Informatics 17 (10), 6925 - 6934, 2021 | 42 | 2021 |
| 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 |
| 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 |
| Imputing missing indoor air quality data via variational convolutional autoencoders: Implications for ventilation management of subway metro systems J Loy-Benitez, SK Heo, CK Yoo Building and Environment 182, 107135, 2020 | 32 | 2020 |
| Intelligent sensor validation for sustainable influent quality monitoring in wastewater treatment plants using stacked denoising autoencoders AH Ba-Alawi, P Vilela, J Loy-Benitez, SK Heo, CK Yoo Journal of Water Process Engineering 43, 102206, 2021 | 31 | 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 |
| Flexible real-time ventilation design in a subway station accommodating the various outdoor PM10 air quality from climate change variation Q Li, J Loy-Benitez, SK Heo, S Lee, H Liu, CK Yoo Building and Environment 153, 77-90, 2019 | 28 | 2019 |
| 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 |
| 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 |
| Development of deterministic-stochastic model to integrate variable renewable energy-driven electricity and large-scale utility networks: Towards decarbonization petrochemical … S Hwangbo, SK Heo, CK Yoo Energy 238, 122006, 2022 | 18 | 2022 |
| 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 |
| Energy-efficient time-delay compensated ventilation control system for sustainable subway air quality management under various outdoor conditions S Tariq, J Loy-Benitez, KJ Nam, S Heo, CK Yoo Building and Environment 174, 106775, 2020 | 15 | 2020 |
| From microalgae to bioenergy: Identifying optimally integrated biorefinery pathways and harvest scheduling under uncertainties in predicted climate JY Lim, SY Teng, BS How, KJ Nam, SK Heo, V Máša, P Stehlík, CK Yoo Renewable and Sustainable Energy Reviews 168, 112865, 2022 | 14 | 2022 |
| A novel solar assisted multigeneration system devoid of external utilities for drought adaptation considering water-exergy nexus analysis S Tariq, U Safder, HT Nguyen, P Ifaei, SK Heo, CK Yoo Applied Thermal Engineering 198, 117500, 2021 | 13 | 2021 |
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