Groundwater quality evaluation using hybrid model of the multi-layer perceptron combined with neural-evolutionary regression techniques: case study of Shiraz plain

H Moayedi, M Salari, AA Dehrashid, BN Le - … Environmental Research and …, 2023 - Springer
In recent decades, qualitative and quantitative assessments of groundwater sources reveal
that efficient and accurate optimization approaches may assist in solving the multiple …

Computational intelligence models for predicting the frictional resistance of driven pile foundations in cold regions

S Chen, H Zhang, KI Zykova, HG Touchaei… - Computers and …, 2023 - koreascience.kr
Numerous studies have been performed on the behavior of pile foundations in cold regions.
This study first attempted to employ artificial neural networks (ANN) to predict pile-bearing …

Appraisal of energy loss reduction in green buildings using large-scale experiments compiled with swarm intelligent solutions

H Moayedi, H Yildizhan, M Al-Bahrani… - … Energy Technologies and …, 2023 - Elsevier
Today, the issue of energy efficiency is a major one in global politics. The external
environment, particularly the wind speed and outside air temperature, determines the …

Green building's heat loss reduction analysis through two novel hybrid approaches

H Moayedi, H Yildizhan, P Aungkulanon… - Sustainable Energy …, 2023 - Elsevier
One of the key reasons for the performance discrepancy between a building's intended
usage and the actual operation is Heat Loss, which describes a building's envelope …

Future climate-driven drought events across Lake Urmia, Iran

B Shirmohammadi, M Rostami, S Varamesh… - Environmental …, 2024 - Springer
Climate change has increased the vulnerability of arid and semi-arid regions to recurrent
and prolonged meteorological droughts. In light of this, our study has sought to assess the …

Integrating Support Vector Machines with Different Ensemble Learners for Improving Streamflow Simulation in an Ungauged Watershed

Y Takai Eddine, M Nadir, S Sabah, A Jaafari - Water Resources …, 2024 - Springer
Streamflow simulation, particularly in ungauged watersheds, poses a significant challenge
in surface water hydrology. The estimation of natural river and streamflow has been a …

Hybrid artificial intelligence models based on adaptive neuro fuzzy inference system and metaheuristic optimization algorithms for prediction of daily rainfall

BT Pham, KTT Bui, I Prakash, HB Ly - Physics and Chemistry of the Earth …, 2024 - Elsevier
In this study, our primary objective is the accurate prediction of daily rainfall through the
application of various hybrid Artificial Intelligence (AI) methods. These methods are …

Three intelligent computational models to predict the high-performance concrete mixture

H Moayedi, LK Foong, BN Le - Neural Computing and Applications, 2024 - Springer
Manual calculation of the compressive strength of concrete (CSC) is an expensive and time-
consuming process. Soft computing methods outperform the statistical methods used to …

Feasibility of harris hawks optimization in combination with fuzzy inference system predicting heating load energy inside buildings

H Moayedi, B Le Van - Energies, 2022 - mdpi.com
Heating and cooling systems account for a considerable portion of the energy consumed for
domestic reasons in Europe. Burning fossil fuels is the main way to produce this energy …

Evaluation of heating load energy performance in residential buildings through five nature-inspired optimization algorithms

G Wang, H Moayedi, QT Thi, M Mirzaei - Energy, 2024 - Elsevier
This study evaluates a new hybrid approach for determining homes' heating load (HL). The
crow search algorithm (CSA), heap-based optimizer (HBO), seeker optimization algorithm …