Development of adaptive neuro fuzzy inference system –Evolutionary algorithms hybrid models (ANFIS-EA) for prediction of optimal groundwater exploitation

Sami Ghordoyee Milan, Abbas Roozbahani, Naser Arya Azar, +1

Journal of Hydrology

Fuzzy Inference SystemsFuzzy LogicFuzzy SystemsEngineeringData Science +7

The prediction of aquifer groundwater level based on spatial clustering approach using machine learning

Hamid Kardan Moghaddam, Sami Ghordoyee Milan, Zahra Kayhomayoon, +2

Environmental Monitoring and Assessment

Quantitative Spatial ModelEngineeringMachine LearningData ScienceAquifer Groundwater Level +4

Developing the artificial neural network–evolutionary algorithms hybrid models (ANN–EA) to predict the daily evaporation from dam reservoirs

Naser Arya Azar, Nazila Kardan, Sami Ghordoyee Milan

Engineering With Computers

Evolving Neural NetworkEngineeringData ScienceCivil EngineeringDaily Evaporation +4

A Combination of Metaheuristic Optimization Algorithms and Machine Learning Methods Improves the Prediction of Groundwater Level

Zahra Kayhomayoon, Faezeh Babaeian, Sami Ghordoyee Milan, +2

Water

EngineeringEvolving Intelligent SystemEvolutionary Multimodal OptimizationWater Quality ForecastingGroundwater Level +19

The prediction of longitudinal dispersion coefficient in natural streams using LS-SVM and ANFIS optimized by Harris hawk optimization algorithm

Naser Arya Azar, Sami Ghordoyee Milan, Zahra Kayhomayoon

Journal of Contaminant Hydrology

EngineeringData ScienceWater ResourcesNatural StreamsLongitudinal Dispersion Coefficient +4

Novel approach for predicting groundwater storage loss using machine learning

Zahra Kayhomayoon, Naser Arya Azar, Sami Ghordoyee Milan, +2

Journal of Environmental Management

EngineeringMachine LearningData ScienceMachine Learning ToolCivil Engineering +4

A New Approach for Regional Groundwater Level Simulation: Clustering, Simulation, and Optimization

Zahra Kayhomayoon, Sami Ghordoyee Milan, Naser Arya Azar, +1

Natural Resources Research

HydrogeologyEngineeringCivil EngineeringNumerical SimulationGeography +8

Predicting monthly evaporation from dam reservoirs using LS-SVR and ANFIS optimized by Harris hawks optimization algorithm

Naser Arya Azar, Sami Ghordoyee Milan, Zahra Kayhomayoon

Environmental Monitoring and Assessment

HydrogeologyEngineeringWater ResourcesData ScienceCivil Engineering +7

Soft computing assessment of current and future groundwater resources under CMIP6 scenarios in northwestern Iran

Zahra Kayhomayoon, Mostafa Rahimi Jamnani, Sajjad Rashidi, +3

Agricultural Water Management

Hydrological PredictionEngineeringWater Resource SystemWater Resource AssessmentClimate Modeling +17

Using machine learning to determine acceptable levels of groundwater consumption in Iran

Sami Ghordoyee Milan, Zahra Kayhomayoon, Naser Arya Azar, +3

Sustainable Production and Consumption

Groundwater ConsumptionWater DemandEngineeringMachine LearningData Science +7