| Application of machine learning in water resources management: A systematic literature review F Ghobadi, D Kang Water 15 (4), 620, 2023 | 78 | 2023 |
| Improving long-term streamflow prediction in a poorly gauged basin using geo-spatiotemporal mesoscale data and attention-based deep learning: A comparative study F Ghobadi, D Kang Journal of Hydrology 615, 128608, 2022 | 50 | 2022 |
| Multi-step ahead probabilistic forecasting of daily streamflow using Bayesian deep learning: A multiple case study F Ghobadi, D Kang Water 14 (22), 3672, 2022 | 24 | 2022 |
| Water pipe replacement scheduling based on life cycle cost assessment and optimization algorithm F Ghobadi, G Jeong, D Kang Water 13 (5), 605, 2021 | 18 | 2021 |
| Systematic review and cutting-edge applications of prominent heuristic optimizers in sustainable energies P Ifaei, AT Esfehankalateh, F Ghobadi, B Mohammadi-Ivatloo, CK Yoo Journal of Cleaner Production 414, 137632, 2023 | 11 | 2023 |
| Long-term streamflow forecasting in data-scarce regions: Insightful investigation for leveraging satellite-derived data, Informer architecture, and concurrent fine-tuning … F Ghobadi, ZM Yaseen, D Kang Journal of Hydrology 631, 130772, 2024 | 9 | 2024 |
| Application of machine learning in water resources management: a systematic literature review. Water 15 (4), 620 F Ghobadi, D Kang | 9 | 2023 |
| Feature extraction from satellite-derived hydroclimate data: Assessing impacts on various neural networks for multi-step ahead streamflow prediction F Ghobadi, AS Tayerani Charmchi, D Kang Sustainability 15 (22), 15761, 2023 | 3 | 2023 |
| Multi-Step Ahead Probabilistic Forecasting of Daily Streamflow Using Bayesian Deep Learning: A Multiple Case Study. Water 2022, 14, 3672 F Ghobadi, D Kang s Note: MDPI stays neu-tral with regard to jurisdictional claims in …, 2022 | 3 | 2022 |
| Enhancing Long-Term Flood Forecasting with SageFormer: A Cascaded Dimensionality Reduction Approach Based on Satellite-Derived Data F Ghobadi, AS Tayerani Charmchi, D Kang Remote Sensing 17 (3), 365, 2025 | | 2025 |
| AI-Driven Self-Scheduling and Self-Adaptive Strategies for Efficient and Resilient Water-Renewables Integration in Data-Scarce Arid Regions Fatemeh Ghobadi, Amir Saman Tayerani Charmchi, Doosun Kang The 19th Conference on Sustainable Development of Energy, Water and …, 2024 | | 2024 |
| Sequential Adaptive Reallocation Algorithm for Drought Conditions Based on Hydropower Pinch Analysis and Long-term Forecasting Amir Saman Tayerani Charmchi, Fatemeh Ghobadi, Doosun Kang Asia Oceania Geosciences Society (AOGS), 21st annual meeting, 2024 | | 2024 |
| Application of transfer learning for streamflow prediction by using attention-based Informer algorithm F Ghobadi, D Kang Proceedings of the Korea Water Resources Association Conference, 165-165, 2023 | | 2023 |
| Mesoscale spatial-temporal prediction of monthly streamflow in poorly gauged basins: A case study F Ghobadi, D Kang 대한토목학회 학술대회, 18-19, 2021 | | 2021 |
| Optimal Replacement Scheduling of Water Pipelines F Ghobadi, D Kang Proceedings of the Korea Water Resources Association Conference, 145-145, 2021 | | 2021 |
| Application of NSGA-II, NSGA-III and R-NSGA-III for Water Pipe Replacement Scheduling Optimization F Ghobadi, D Kang 대한토목학회 학술대회, 162-163, 2020 | | 2020 |
| Estimating peak flow based on EPA SWMM and HEC-1 method using ASSA (Case Study: East Eghbal Catchment, Mashhad, Iran) ATC Fatemeh Ghobadi EGU, 2018 | | 2018 |
| Improving long-term streamflow prediction in a poorly gauged basin using geo-spatiotemporal and attention-based deep learning: A comparative study F Ghobadi, D Kang | | |
Doosun KangProfessor, Civil Engineering in Kyung Hee Univ., S. Koreakhu.ac.kr üzerinde doğrulanmış e-posta adresine sahip