| Techno-economic assessment and smart management of an integrated fuel cell-based energy system with absorption chiller for power, hydrogen, heating, and cooling in an … J Loy-Benitez, U Safder, HT Nguyen, Q Li, TY Woo, CK Yoo Energy 233, 121099, 2021 | 32 | 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 | 25 | 2021 |
| Explainable multisensor fusion-based automatic reconciliation and imputation of faulty and missing data in membrane bioreactor plants for fouling alleviation and energy saving AH Ba-Alawi, KJ Nam, SK Heo, TY Woo, H Aamer, CK Yoo Chemical Engineering Journal 452, 139220, 2023 | 21 | 2023 |
| Development of transparent high-frequency soft sensor of total nitrogen and total phosphorus concentrations in rivers using stacked convolutional auto-encoder and explainable AI AH Ba-Alawi, SK Heo, H Aamer, R Chang, TY Woo, MH Kim, CK Yoo Journal of Water Process Engineering 53, 103661, 2023 | 15 | 2023 |
| Three energy self-sufficient networks of wastewater treatment plants developed by nonlinear bi-level optimization models in Jeju Island T Woo, AST Charmchi, P Ifaei, SK Heo, KJ Nam, CK Yoo Journal of Cleaner Production 379, 134465, 2022 | 14 | 2022 |
| Digitally-transformed early-warning protocol for membrane cleaning based on a fouling-cumulative sum chart: Application to a full-scale MBR plant SK Heo, KJ Nam, TY Woo, CK Yoo Journal of Membrane Science 643, 120080, 2022 | 14 | 2022 |
| Flexible renewable energy planning based on multi-step forecasting of interregional electricity supply and demand: Graph-enhanced AI approach SY Kim, SK Heo, KJ Nam, TY Woo, CK Yoo Energy 282, 128858, 2023 | 12 | 2023 |
| Predictive maintenance system for membrane replacement time detection using AI-based functional profile monitoring: Application to a full-scale MBR plant TY Woo, KJ Nam, SK Heo, JY Lim, SY Kim, CK Yoo Journal of Membrane Science 649, 120400, 2022 | 10 | 2022 |
| Multi-agent reinforcement learning-enhanced autonomous calibration method for wastewater treatment modeling: Long-term validation of a full-scale plant KJ Nam, SK Heo, S Tariq, TY Woo, CK Yoo Journal of Water Process Engineering 59, 104908, 2024 | 6 | 2024 |
| End-to-end autonomous and resilient operability strategy of full-scale PN-SBR system: From influent augmentation to AI-aided optimal control and scheduling SK Heo, JY Lim, HT Nguyen, P Vilela, U Safder, TY Woo, SY Kim, TS Oh, ... Journal of Water Process Engineering 53, 103694, 2023 | 5 | 2023 |
| XAI-ASSISTED MULTI-AGENT DEEP REINFORCEMENT LEARNING FOR A GUARANTEED AUTONOMOUS CONTROL SYSTEM OF SEQUENCING BATCH REACTOR FOR SUSTAINABLE WASTEWATER MANAGEMENT SK Heo, TY Woo, SY Kim, CK Yoo | 2 | |
| Membrane-informed multi-mechanistic predictive maintenance for MBR plants: Early determination of membrane cleaning with biologically driven, physically deposited, and … TY Woo, SY Kim, CH Jeong, SK Heo, CK Yoo Desalination 594, 118263, 2025 | 1 | 2025 |
| Real-scale demonstration of digital twins-based aeration control policy optimization in partial nitritation/Anammox process: Policy iterative dynamic programming approach SK Heo, T Oh, TY Woo, SY Kim, Y Choi, M Park, J Kim, CK Yoo Desalination 593, 118235, 2025 | 1 | 2025 |
| AI-driven ventilation control policy proximal optimization coupled with dynamic-informed real-time model calibration for healthy and sustainable indoor PM2. 5 management CH Jeong, SK Heo, TY Woo, SY Kim, CK Yoo Energy and Buildings 323, 114786, 2024 | 1 | 2024 |
| Leveraging media for demand control in an optimal network of renewable microgrids with hydrogen facilities in South Korea P Ifaei, JK Park, TY Woo, CH Jeong, CK Yoo IOP Conference Series: Earth and Environmental Science 1372 (1), 012005, 2024 | | 2024 |
| Mechanistic indoor air quality model and data-driven calibration for intelligent HVAC AI control system through real-time data in underground buildings CH Jeong, SK Heo, TY Woo, SY Kim, DS Park, MJ Kim, CK Yoo IOP Conference Series: Earth and Environmental Science 1372 (1), 012080, 2024 | | 2024 |
| A GRAPH-BASED MONITORING FRAMEWORK OF SLUDGE BULKING IN INDUSTRIAL WASTEWATER TREATMENT PLANTS VIA DYNAMIC GRAPH EMBEDDING AND BAYESIAN NETWORKS J Loy-Benitez, S Tariq, SK Heo, T Woo, S Kim, CK Yoo IWA 4th Regional Conference on Diffuse Pollution & Eutrophication, 2022 | | 2022 |
| Water Digital Twin for High-tech Electronics Industrial Wastewater Treatment System (II): e-ASM Calibration, Effluent Prediction, Process selection, and Design SK Heo, C Jeong, N Lee, Y Shim, TY Woo, JI Kim, CK Yoo Clean Technology 28 (1), 79-93, 2022 | | 2022 |
| INTERPRETABLE QSAR MODEL FOR HEALTH RISK ASSESSMENT OF HAZARDOUS CHEMICAL BASED ON STRUCTURE-TO-TOXICITY TRANSFORMER SY Kim, S Tariq, SK Heo, CH Jeong, MH Shin, TY Woo, CK Yoo | | |
