Fatemeh Ghobadi

Application of Machine Learning in Water Resources Management: A Systematic Literature Review

Fatemeh Ghobadi, Doosun Kang · Water · 2023 · 137 citations · Full text

Artificial Intelligence, Hydrological Prediction, Engineering +17

Improving long-term streamflow prediction in a poorly gauged basin using geo-spatiotemporal mesoscale data and attention-based deep learning: A comparative study

Fatemeh Ghobadi, Doosun Kang · Journal of Hydrology · 2022 · 66 citations

Engineering, Water Resources, Geography +9

Multi-Step Ahead Probabilistic Forecasting of Daily Streamflow Using Bayesian Deep Learning: A Multiple Case Study

Fatemeh Ghobadi, Doosun Kang · Water · 2022 · 30 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +24

Long-term streamflow forecasting in data-scarce regions: Insightful investigation for leveraging satellite-derived data, Informer architecture, and concurrent fine-tuning transfer learning

Fatemeh Ghobadi, Zaher Mundher Yaseen‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬, Doosun Kang · Journal of Hydrology · 2024 · 27 citations

Engineering, Machine Learning, Data Science +13

Water Pipe Replacement Scheduling Based on Life Cycle Cost Assessment and Optimization Algorithm

Fatemeh Ghobadi, Gimoon Jeong, Doosun Kang · Water · 2021 · 16 citations · Full text

Engineering, Industrial Engineering, Water Resources Engineering +19