Title: Enhancing estimation of water quality index using stacking machine learning techniques: The case of Southern Bug River
Journal: Science of The Total Environment
Year: 2025
Volume number: 1003
Article number: 180744
DOI: 10.1016/j.scitotenv.2025.180744
Abstract: Accurate…
Title: Estimating Pipe Friction Factors Using Machine Learning Approaches
Journal: Iranian Journal of Science and Technology, Transactions of Civil Engineering
Year: 2025
Volume number:
Issue:
DOI: 10.1007/s40996-025-02008-9
Abstract: Estimation of pipe friction factor is esse…
Title: Hydrological modelling using machine and deep learning models across multiple case studies
Conference: 2025 Annual Meeting of the European Meteorological Society
Year: 2025
DOI: 10.5194/ems2025-562, 2025
Title: Hydrological Modelling vs. Machine Learning for Water Availability: Case Study from the Reno Basin (Italy)
Conference: EGU General Assembly 2025
Year: 2025
DOI: 10.5194/egusphere-egu25-17296
Title: Comparative Assessment of Machine Learning Models for Groundwater Quality Prediction Using Various Parameters
Journal: Environmental Processes
Year: 2025
Volume number: 12
Issue:
Article number: 10
DOI: 10.1007/s40710-025-00751-9
Abstract: This study aims to assess p…
Title: Estimating Colebrook-White Friction Factor Using Tree-Based Machine Learning Models
Book series: Lecture Notes in Networks and Systems (LNNS)
Proceeding: Latest Advancements in Mechanical Engineering
Conference: the 3rd International Symposium on Industrial Engineering and Automat…
Title: Short-Term Drought Forecast across Two Different Climates Using Machine Learning Models
Journal: Hydrology
Year: 2024
Volume number: 11
Issue:10
Article number: 163
DOI: 10.3390/hydrology11100163
Abstract: This paper presents a comparative analysis of machine learning …
Title: Application of Machine Learning Models for Short-term Drought Analysis Based on Streamflow Drought Index
Journal: Water Resources Management
Year: 2024
Volume number:
Issue:
DOI: 10.1007/s11269-024-03959-w
Abstract: This study investigates the drought condition based on…
Title: Editorial: Assessment of Climate Change Impact on Water Resources Using Machine Learning Algorithms
Journal: Journal of Water and Climate Change
Year: 2024
Volume number:
Issue:
Article number: jwc2024002
DOI: 10.2166/wcc.2024.002
Abstract: Machine learning (ML) al…
Title: A comparison of Machine Learning Methods for Estimation of Snow Density Using Satellite Images
Journal: Water and Environment Journal
Year: 2024
Volume number:
Issue:
DOI: 10.1111/wej.12939
Abstract: Low snow density causes snow to melt quickly, so there is no runoff du…
Title: Applications of Genetic Programming in Cancer
Journal: Middle East Journal of Cancer
Year: 2024
Volume number: 15
Issue: Supplement
Abstract: Artificial intelligence (AI) and machine learning (ML) methods have gained notable recognition for their innovative problem-solving a…
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