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Ehsan Mirzania
Institution:
University of Exeter
Observed institutions:
University of Exeter,
King Saud University,
University of Tabriz,
National Yunlin University of Science and Technology
ORCID:
0000-0001-9252-2241
Observed ORCID:
0000-0001-9252-2241
OpenAlex ID:
A5034901435
An Integrated Statistical-Machine Learning Approach for Runoff Prediction
2022
·
Abhinav Kumar Singh
, Pankaj Kumar
, et al.
·
Sustainability
·
104
PDF
Evaluation of CatBoost Method for Predicting Weekly Pan Evaporation in Subtropical and Sub-Humid Regions
2024
·
Pankaj Kumar
, Dinesh Kumar Vishwakarma
, et al.
·
Pure and Applied Geophysics
·
62
PDF
A comparative survey between cascade correlation neural network (CCNN) and feedforward neural network (FFNN) machine learning models for forecasting suspended sediment concentration
2024
·
Bhupendra Joshi
, Vijay Kumar Singh
, et al.
·
Scientific Reports
·
48
PDF
A Novel Hybrid Algorithms for Groundwater Level Prediction
2023
·
Mohsen Saroughi
, Ehsan Mirzania
, et al.
·
Iranian Journal of Science and Technology Transactions of Civil Engineering
·
44
A novel hybrid AIG-SVR model for estimating daily reference evapotranspiration
2023
·
Ehsan Mirzania
, Dinesh Kumar Vishwakarma
, et al.
·
Arabian Journal of Geosciences
·
31
Atmosphere air temperature forecasting using the honey badger optimization algorithm: on the warmest and coldest areas of the world
2023
·
Jincheng Zhou
, Dan Wang
, et al.
·
Engineering Applications of Computational Fluid Mechanics
·
28
PDF
Assessing the performance of various infiltration models to improve water management practices
2024
·
Dinesh Kumar Vishwakarma
, Devideen Yadav
, et al.
·
Paddy and Water Environment
·
23
PDF
Hybrid support vector regression models with algorithm of innovative gunner for the simulation of groundwater level
2022
·
Thendiyath Roshni
, Ehsan Mirzania
, et al.
·
Acta Geophysica
·
21
River Water Temperature Prediction Using a Hybrid Model Based on Variational Mode Decomposition (VMD) and Outlier Robust Extreme Learning Machine
2024
·
Ehsan Mirzania
, Thendiyath Roshni
, et al.
·
Environmental Processes
·
20
Shannon entropy of performance metrics to choose the best novel hybrid algorithm to predict groundwater level (case study: Tabriz plain, Iran)
2024
·
Mohsen Saroughi
, Ehsan Mirzania
, et al.
·
Environmental Monitoring and Assessment
·
16
PDF
Enhancement groundwater level prediction using hybrid ANN-HHO model: case study (Shabestar Plain in Iran)
2023
·
Ehsan Mirzania
, Mohammad Ali Ghorbani
, et al.
·
Arabian Journal of Geosciences
·
11
Hybrid COOT-ANN: a novel optimization algorithm for prediction of daily crop reference evapotranspiration in Australia
2023
·
Ehsan Mirzania
, Mahsa Hasanpour Kashani
, et al.
·
Theoretical and Applied Climatology
·
8
Evaluate effect of 126 pre-processing methods on various artificial intelligence models accuracy versus normal mode to predict groundwater level (case study: Hamedan-Bahar Plain, Iran)
2024
·
Mohsen Saroughi
, Ehsan Mirzania
, et al.
·
Heliyon
·
7
Prediction of monthly groundwater level using a new hybrid intelligent approach in the Tabriz plain, Iran
2024
·
Ehsan Mirzania
, Mohammed Achite
, et al.
·
Neural Computing and Applications
·
6
Forecasting of lake water level based on a hybrid model of innovative gunner algorithm
2023
·
Ehsan Mirzania
, Thendiyath Roshni
, et al.
·
Acta Geophysica
·
6
Evaluating performances of SVR, HBA–SVR, and COOT–SVR techniques: monthly evaporation modeling in Algeria
2025
·
Mohammed Achite
, Muhammad Jehanzaib
, et al.
·
Euro-Mediterranean Journal for Environmental Integration
·
3
Hybrid COOT–ANN: a novel optimization algorithm for prediction of daily reference evapotranspiration in Australia
2022
·
Ehsan Mirzania
, Mahsa Hasanpour Kashani
, et al.
·
Research Square
·
2
PDF
Correction: Prediction of monthly groundwater level using a new hybrid intelligent approach in the Tabriz plain, Iran
2024
·
Ehsan Mirzania
, Mohammed Achite
, et al.
·
Neural Computing and Applications
·
1
PDF
A systematic review of spatial optimisation for urban scale stormwater management
2026
·
Ehsan Mirzania
, Edward Keedwell
, et al.
·
Blue-Green Systems
Modeling Reference Evapotranspiration in the Arid and Humid Regions of Australia with Emotional Neural Networks
2022
·
Tao Hai
, Kegang Wang
, et al.
·
Research Square
PDF
Impact of wavelet on accuracy of estimated models in rainfall-runoff modeling (Case study: Sufi Chay)
2021
·
Ehsan Mirzania
, Hossein Malek Ahmadi
, et al.
·
DOAJ (DOAJ: Directory of Open Access Journals)
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Works count:
21
Citation count:
441
H-index:
11
I10-index:
11
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