| Explainable AI-driven net-zero carbon roadmap for petrochemical industry considering stochastic scenarios of remotely sensed offshore wind energy SK Heo, J Ko, SY Kim, C Jeong, S Hwangbo, CK Yoo Journal of Cleaner Production 379, 134793, 2022 | 12 | 2022 |
| Population response modeling and habitat suitability of Cobitis choii fish species in South Korea for climate change adaptation P Vilela, G Jácome, SY Kim, KJ Nam, CK Yoo Ecotoxicology and Environmental Safety 189, 109949, 2020 | 8 | 2020 |
| 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 | 6 | 2023 |
| Deep-AI soft sensor for sustainable health risk monitoring and control of fine particulate matter at sensor devoid underground spaces: A zero-shot transfer learning approach S Tariq, J Loy-Benitez, KJ Nam, SY Kim, MJ Kim, CK Yoo Tunnelling and Underground Space Technology 131, 104843, 2023 | 5 | 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 | 5 | 2022 |
| Distance adaptive graph convolutional gated network-based smart air quality monitoring and health risk prediction in sensor-devoid urban areas S Tariq, S Tariq, SY Kim, SS Woo, CK Yoo Sustainable Cities and Society 91, 104445, 2023 | 3 | 2023 |
| A multi-agent AI reinforcement-based digital multi-solution for optimal operation of a full-scale wastewater treatment plant under various influent conditions KJ Nam, SK Heo, SY Kim, CK Yoo Journal of Water Process Engineering 52, 103533, 2023 | 3 | 2023 |
| Spatio-temporal incidence modeling and prediction of the vector-borne disease using an ecological model and deep neural network for climate change adaption SY Kim, KJ Nam, SK Heo, SJ Lee, JH Choi, JK Park, CK Yoo Korean Chemical Engineering Research 58 (2), 197-208, 2020 | 1 | 2020 |
| Interpretable attention-based multi-encoder transformer based QSPR model for assessing toxicity and environmental impact of chemicals SY Kim, S Tariq, SK Heo, CK Yoo Chemosphere 350, 141086, 2024 | | 2024 |
| 3D 프린팅 소재 화학물질의 독성 예측을 위한 Data-centric XAI 기반 분자 구조 Data Imputation 과 QSAR 모델 개발 정찬혁， 김상윤， 허성구 화학공학 61 (4), 523-541, 2023 | | 2023 |
| Water Digital Twin for High-tech Electronics Industrial Wastewater Treatment System (I): e-ASM Development and Digital Simulation Implementation Y Shim, N Lee, C Jeong, SK Heo, SY Kim, KJ Nam, CK Yoo Clean Technology 28 (1), 63-78, 2022 | | 2022 |
| 기후 변화 적응을 위한 벡터매개질병의 생태 모델 및 심층 인공 신경망 기반 공간-시간적 발병 모델링 및 예측 김상윤， 남기전， 허성구， 이선정， 최지훈， 박준규， 유창규 화학공학 58 (2), 197-208, 2020 | | 2020 |
| 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 | | |
| 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 | | |
ChangKyoo YooKyungHee UniversityVerified email at khu.ac.kr
