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Author

Navid Kardani

ORCID: 0000-0001-9554-100X
Observed ORCID: 0000-0001-9554-100X
OpenAlex ID: A5072210987
Improved prediction of slope stability using a hybrid stacking ensemble method based on finite element analysis and field data
2020 · Navid Kardani, Annan Zhou, et al. · Journal of Rock Mechanics and Geotechnical Engineering · 295
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Estimation of Bearing Capacity of Piles in Cohesionless Soil Using Optimised Machine Learning Approaches
2019 · Navid Kardani, Annan Zhou, et al. · Geotechnical and Geological Engineering · 155
A novel technique based on the improved firefly algorithm coupled with extreme learning machine (ELM-IFF) for predicting the thermal conductivity of soil
2021 · Navid Kardani, Abidhan Bardhan, et al. · Engineering With Computers · 135
A novel integrated approach of augmented grey wolf optimizer and ANN for estimating axial load carrying-capacity of concrete-filled steel tube columns
2022 · Abidhan Bardhan, Rahul Biswas, et al. · Construction and Building Materials · 128
Predicting the thermal conductivity of soils using integrated approach of ANN and PSO with adaptive and time-varying acceleration coefficients
2021 · Navid Kardani, Abidhan Bardhan, et al. · International Journal of Thermal Sciences · 114
Prediction of the resilient modulus of compacted subgrade soils using ensemble machine learning methods
2022 · Navid Kardani, Mohammad Aminpour, et al. · Transportation Geotechnics · 110
Soft computing based closed form equations correlating L and N-type Schmidt hammer rebound numbers of rocks
2021 · Panagiotis G. Asteris, Anna Mamou, et al. · Transportation Geotechnics · 105
Modelling the energy performance of residential buildings using advanced computational frameworks based on RVM, GMDH, ANFIS-BBO and ANFIS-IPSO
2020 · Navid Kardani, Abidhan Bardhan, et al. · Journal of Building Engineering · 102
Slope stability machine learning predictions on spatially variable random fields with and without factor of safety calculations
2022 · Mohammad Aminpour, Reza Alaie, et al. · Computers and Geotechnics · 98
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Modelling of municipal solid waste gasification using an optimised ensemble soft computing model
2020 · Navid Kardani, Annan Zhou, et al. · Fuel · 93
Predicting permeability of tight carbonates using a hybrid machine learning approach of modified equilibrium optimizer and extreme learning machine
2021 · Navid Kardani, Abidhan Bardhan, et al. · Acta Geotechnica · 76
Estimating unconfined compressive strength of unsaturated cemented soils using alternative evolutionary approaches
2021 · Navid Kardani, Annan Zhou, et al. · Transportation Geotechnics · 75
Novel application of adaptive swarm intelligence techniques coupled with adaptive network-based fuzzy inference system in predicting photovoltaic power
2021 · Mosbeh R. Kaloop, Abidhan Bardhan, et al. · Renewable and Sustainable Energy Reviews · 70
Novel integration of extreme learning machine and improved Harris hawks optimization with particle swarm optimization-based mutation for predicting soil consolidation parameter
2022 · Abidhan Bardhan, Navid Kardani, et al. · Journal of Rock Mechanics and Geotechnical Engineering · 67
Hybrid ensemble soft computing approach for predicting penetration rate of tunnel boring machine in a rock environment
2021 · Abidhan Bardhan, Navid Kardani, et al. · Journal of Rock Mechanics and Geotechnical Engineering · 60
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A novel improved Harris Hawks optimization algorithm coupled with ELM for predicting permeability of tight carbonates
2021 · Navid Kardani, Abidhan Bardhan, et al. · Engineering With Computers · 58
Machine learning prediction of the conversion of lignocellulosic biomass during hydrothermal carbonization
2021 · Navid Kardani, Mojtaba Hedayati Marzbali, et al. · Biofuels · 57
Highly efficient reliability analysis of anisotropic heterogeneous slopes: machine learning-aided Monte Carlo method
2022 · Mohammad Aminpour, Reza Alaie, et al. · Acta Geotechnica · 47
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A Comparative Analysis of Hybrid Computational Models Constructed with Swarm Intelligence Algorithms for Estimating Soil Compression Index
2022 · Abidhan Bardhan, Navid Kardani, et al. · Archives of Computational Methods in Engineering · 31
Ensemble unit and AI techniques for prediction of rock strain
2022 · T. Pradeep, Pijush Samui, et al. · Frontiers of Structural and Civil Engineering · 28
Smart phase behavior modeling of asphaltene precipitation using advanced computational frameworks: ENN, GMDH, and MPMR
2021 · Navid Kardani, Pradeep T, et al. · Petroleum Science and Technology · 15
Experimental Study and Machine Learning Aided Modelling of the Mechanical Behaviour of Rammed Earth
2022 · Navid Kardani, Annan Zhou, et al. · Geotechnical and Geological Engineering · 14
Laboratory evaluation of a novel multifunctional chemical solution for asphaltene precipitation and aggregation problem: Comparison with an industrial chemical solution
2020 · Reza Amiri, Ehsan Khamehchi, et al. · Journal of Petroleum Science and Engineering · 12
Static and dynamic evaluation of a novel solution path on asphaltene deposition and drag reduction in flowlines: An experimental study
2021 · Reza Amiri, Ehsan Khamehchi, et al. · Journal of Petroleum Science and Engineering · 9
A Deep Learning Approach for Modelling of Resilient Modulus of Compacted Subgrade Subjected to Freezing-Thaw Cycles and Moistures
2024 · Navid Kardani, Avinash Kumar, et al. · Transportation Infrastructure Geotechnology · 8
Works count: 30
Citation count: 1,966
H-index: 20
I10-index: 23
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