[1] Al-Jabri, K. S., Hisada, M., Al-Oraimi, S. K., & Al-Saidy, A. H. (2009). Copper slag as sand replacement for high performance concrete.
Cement and Concrete Composites,
31(7), 483-488.
https://doi.org/10.1016/j.cemconcomp.2009.04.007
[2] Shi, C., Meyer, C., & Behnood, A. (2008). Utilization of copper slag in cement and concrete.
Resources, Conservation and Recycling,
52(10), 1115-1120.
https://doi.org/10.1016 /j.resconrec.2008.06.008
[3] Afshoon, I., Miri, M., & Mousavi, S. R. (2023). Using the Response Surface Method and Artificial Neural Network to Estimate the Compressive Strength of Environmentally Friendly Concretes Containing Fine Copper Slag Aggregates.
Iranian Journal of Science and Technology, Transactions of Civil Engineering,
47(6), 3415-3429.
https://doi.or g/10.1007/s40996-023-01152-4
[4] Afshoon, I., Miri, M., & Mousavi, S. R. (2023). Evaluating the flexural behavior of green copper slag-contained steel fiber reinforced SCC beams with/without initial notches.
Construction and Building Materials,
395, 132316.
https://doi.org/10.1016/j.conbui ldmat.2023.132316
[5] Al-Jabri, K. S., Hisada, M., Al-Saidy, A. H., & Al-Oraimi, S. K. (2009). Performance of high strength concrete made with copper slag as a fine aggregate.
Construction and Building Materials,
23(6), 2132-2140.
https://doi.org/10.1016/j.conbuildmat.2008.12.013
[6] Sharma, R., & Khan, R. A. (2017). Sustainable use of copper slag in self compacting concrete containing supplementary cementitious materials.
Journal of Cleaner Production,
151, 179-192.
https://doi.org/10.1016/j.jclepro.2017.03.031
[7] Casagrande, C. A., Roque, J. S., Jochem, L. F., Correa, J. N., & Medeiros, A. (2023). Copper slag in cementitious composites: A systematic review.
Journal of Building Engineering,
78, 107725.
https://doi.org/10.1016/j.jobe.2023.107725
[8] Gupta, N., & Siddique, R. (2019). Strength and micro-structural properties of self-compacting concrete incorporating copper slag.
Construction and Building Materials,
224, 894-908.
https://doi.org/10.1016/j.conbuildmat.2019.07.105
[9] Gupta, N., & Siddique, R. (2020). Durability characteristics of self-compacting concrete made with copper slag.
Construction and Building Materials,
247(6), 118580.
https://doi. org/10.1016/j.conbuildmat.2020.118580
[10] Ambily, P. S., Umarani, C., Ravisankar, K., Prem, P. R., Bharatkumar, B. H., & Iyer, N. R. (2015). Studies on ultra high performance concrete incorporating copper slag as fine aggregate.
Construction and Building Materials,
77, 233-240.
https://doi.org/10.101 6/j.conbuildmat.2014.12.092
[11] Mousavi, S. R., Bahrpeyma, A., Afshoon, I., & Chakkoshi, M. (2024). Protecting the environment and natural resources using green Roller Compacted Concrete (RCC) containing fine and coarse recycled copper slag aggregates.
Process Safety and Environmental Protection,
186, 664-678.
https://doi.org/10.1016/j.psep.2024.04.048
[12] Sheikh, E., Mousavi, S. R., & Afshoon, I. (2022). Producing green Roller Compacted Concrete (RCC) using fine copper slag aggregates.
Journal of Cleaner Production,
368(1), 133005.
https://doi.org/10.1016/j.jclepro.2022.133005
[13] Sharifi, Y., Afshoon, I., Asad-Abadi, S., & Aslani, F. (2020). Environmental protection by using waste copper slag as a coarse aggregate in self-compacting concrete.
Journal of Environmental Management,
271(5), 111013.
https://doi.org/10.1016/j.jenvman.20 20.111013
[14] Orešković, M., Santos, J., Mladenović, G., & Rajaković-Ognjanović, V. (2023). The feasibility of using copper slag in asphalt mixtures for base and surface layers based on laboratory results.
Construction and Building Materials,
384, 131285.
https://doi.org/10.1016/j .conbuildmat.2023.131285
[15] Ahani, G. (2022). Optimization of Coefficients of FRP-confined Concrete Columns Compressive Strength Estimation Models using Whale Algorithm.
Quarterly Scientific Journal of National University of Skills,
19(3), 433-459.
https://doi.org/10.48301/ks sa.2022.329031.2003
[16] Salimbahrami, S. R. (2021). Prediction of compressive strength of concrete with rubber fibers using artificial neural networks.
Quarterly Scientific Journal of National University of Skills,
18(1), 81-98.
https://doi.org/10.48301/kssa.2021.131038
[17] Silva, S. (2007).
Gplab-a genetic programming toolbox for matlab. Evolutionary and Complex Systems Group.
https://mech.fsv.cvut.cz/~leps/teaching/mmo/data/gplab.manual.3.pdf
[18] Ferreira, C. (2001). Gene expression programming: a new adaptive algorithm for solving problems.
Complex Systems,
13(2), 87-129.
https://doi.org/10.48550/arXiv.cs/0102027
[19] Ashour, A. F., Alvarez, L. F., & Toropov, V. V. (2003). Empirical modelling of shear strength of RC deep beams by genetic programming.
Computers & Structures,
81(5), 331-338.
https://doi.org/10.1016/S0045-7949(02)00437-6
[20] Chopra, P., Sharma, R. K., & Kumar, M. (2016). Prediction of Compressive Strength of Concrete Using Artificial Neural Network and Genetic Programming.
Advances in Materials Science and Engineering,
2016(1), 7648467.
https://doi.org/10.1155/201 6/7648467
[21] Fakharian, P., Naderpour, H., Haddad, A., Rafiean, A. H., & Eidgahee, D. R. (2018). A proposed model for compressive strength prediction of FRP-confined rectangular column in terms of Genetic expression Programming (GEP).
Concrete Research,
11(1), 5-18.
https://doi.org/10.22124/JCR.2018.7162.1191
[22] Kumar, M., & TN, D. S. (2023). Genetic programming based compressive strength prediction model for green concrete
. Materials Today: Proceedings.
https://doi.org/10.1016/j. matpr.2023.03.024
[23] Rezvani Sharif, M., & Sadri Tabaei Zavareh, S. M. R. (2020). Numerical analysis of the shear strength of circular reinforced concrete columns subjected to cyclic lateral loads using linear genetic programming.
Engineering Computations,
37(7), 2517-2537.
ht tps://doi.org/10.1108/EC-10-2018-0453
[24] Toghroli, A., Mohammadhassani, M., Suhatril, M., Shariati, M., & Ibrahim, Z. (2014). Prediction of shear capacity of channel shear connectors using the ANFIS model.
Steel and Composite Structures 17(5), 623-639.
https://doi.org/10.12989/scs.2014.17.5.623
[25] Sobhani, J., Najimi, M., Pourkhorshidi, A. R., & Parhizkar, T. (2010). Prediction of the compressive strength of no-slump concrete: A comparative study of regression, neural network and ANFIS models.
Construction and Building Materials,
24(5), 709-718.
https://doi.org/10.1016/j.conbuildmat.2009.10.037
[26] Jamali, F., Mousavi, S. R., Peyma, A. B., & Moodi, Y. (2022). Prediction of compressive strength of fiber-reinforced polymers-confined cylindrical concrete using artificial intelligence methods.
Journal of Reinforced Plastics and Composites,
41(17-18), 679-704.
https://doi.org/10.1177/07316844211068116
[27] Nematollahzade, M., Tajadini, A., Afshoon, I., & Aslani, F. (2020). Influence of different curing conditions and water to cement ratio on properties of self-compacting concretes.
Construction and Building Materials,
237(8), 117570.
https://doi.org/10.1016/j.con buildmat.2019.117570
[28] Ponikiewski, T., & Gołaszewski, J. (2014). The influence of high-calcium fly ash on the properties of fresh and hardened self-compacting concrete and high performance self-compacting concrete.
Journal of Cleaner Production,
72, 212-221.
https://doi.org/1 0.1016/j.jclepro.2014.02.058
[29] Sambangi, A., & E, A. (2021). Fresh and mechanical properties of SCC with fly ash and copper slag as mineral admixtures.
Materials Today: Proceedings,
45, 6687-6693.
https://doi.org/10.1016/j.matpr.2020.12.144
[30] Hameed, M. S., Sekar, A. S. S., & Saraswathy, V. (2012). Strength and Permeability Characteristics Study of Self-Compacting Concrete Using Crusher Rock Dust and Marble Sludge Powder.
Arabian Journal for Science and Engineering,
37(3), 561-574.
https://doi.org/10.1007/s13369-012-0201-x
[31] Ashrafian, A., Hamzehkolaei, N. S., Dwijendra, N. K. A., & Yazdani, M. (2022). An Evolutionary Neuro-Fuzzy-Based Approach to Estimate the Compressive Strength of Eco-Friendly Concrete Containing Recycled Construction Wastes.
Buildings,
12(8), 1280.
https://doi.org/10.3390/buildings12081280
[32] Köksal, F., Şahin, Y., Beycioğlu, A., Gencel, O., & Brostow, W. (2012). Estimation of fracture energy of high-strength steel fibre-reinforced concrete using rule-based Mamdani-type fuzzy inference system.
Science and Engineering of Composite Materials,
19(4), 373-380.
https://doi.org/10.1515/secm-2012-0017
[33] Robati, F. N., & Iranmanesh, S. (2020). Inflation rate modeling: Adaptive neuro-fuzzy inference system approach and particle swarm optimization algorithm (ANFIS-PSO).
MethodsX,
7(1), 101062.
https://doi.org/10.1016/j.mex.2020.101062
[34] Zhou, Q., Zhu, F., Yang, X., Wang, F., Chi, B., & Zhang, Z. (2017). Shear capacity estimation of fully grouted reinforced concrete masonry walls using neural network and adaptive neuro-fuzzy inference system models.
Construction and Building Materials,
153, 937-947.
https://doi.org/10.1016/j.conbuildmat.2017.07.171
[35] Safaeian Hamzehkolaei, N., & MiarNaeimi, F. (2021). A new hybrid multi-level cross-entropy-based moth-flame optimization algorithm.
Soft Computing,
25(22), 14245-14279.
https://doi.org/10.1007/s00500-021-06109-1
[36] Zhang, G., Hamzehkolaei, N. S., Rashnoozadeh, H., Band, S. S., & Mosavi, A. (2022). Reliability assessment of compressive and splitting tensile strength prediction of roller compacted concrete pavement: introducing MARS-GOA-MCS.
International Journal of Pavement Engineering,
23(14), 5030-5047.
https://doi.org/10.1080/10298436.20 21.1990920
[37] Safaeian Hamzehkolaei, N., & Kadkhoda, N. (2023). An efficient ranked Voronoi diagram-based hybrid method for reliability-based structural analysis and design optimization.
Soft Computing,
27(19), 13889-13910.
https://doi.org/10.1007/s00500-023-08450-z
[38] Moodi, Y., Ghasemi, M., & Mousavi, S. R. (2022). Estimating the compressive strength of rectangular fiber reinforced polymer–confined columns using multilayer perceptron, radial basis function, and support vector regression methods.
Journal of Reinforced Plastics and Composites,
41(3-4), 130-146.
https://doi.org/10.1177/073168442110 50168
[39] M. Nikbin, I., Rahimi R, S., & Allahyari, H. (2017). A new empirical formula for prediction of fracture energy of concrete based on the artificial neural network.
Engineering Fracture Mechanics,
186, 466-482.
https://doi.org/10.1016/j.engfracmech.2017.11.010
[40] Brindha, D., & Nagan, S. (2011). Durability studies on copper slag admixed concrete.
Asian Journal of Civil Engineering,
12(5), 563-578.
https://www.researchgate.net/publica tion/268438151_Durability_studies_on_copper_slag_admixed_concrete
[41] Al-Jabri, K. S., Al-Saidy, A. H., & Taha, R. (2011). Effect of copper slag as a fine aggregate on the properties of cement mortars and concrete.
Construction and Building Materials,
25(2), 933-938.
https://doi.org/10.1016/j.conbuildmat.2010.06.090
[42] Brindha, D., & Nagan, S. (2010). Utilization of copper slag as a partial replacement of fine aggregate in concrete.
International Journal of Earth Sciences and Engineering,
3(4), 579-585.
https://www.researchgate.net/publication/289349982_Utilization_of_cop per_slag_as_a_partial_replacement_of_fine_aggregate_in_concrete
[43] Alnuaimi, A. (2009). Use of copper slag as a replacement for fine aggregate in reinforced concrete slender columns.
WIT Transactions on Engineering Science,
64, 125-133.
https://doi.org/10.2495/MC090121
[44] Chavan, R., & Kulkarni, D. (2013). Performance of copper slag on strength properties as partial replace of fine aggregate in concrete mix design. International Journal of Advanced Engineering and Research Studies, 2(4), 95-98.
[45] Arivalagan, S. (2013). Experimental study on the flexural behavior of reinforced concrete beams as replacement of copper slag as fine aggregate.
Journal of civil engineering and Urbanism,
3(4), 176-182.
https://www.semanticscholar.org/paper/Experimenta l-Study-on-the-Flexural-Behavior-of-as-Arivalagan/3973223a3ea1bf34c30a31677 1c0b460900b6564
[46] Madheswaran, C. K., Ambily, P. S., Dattatreya, J. K., & Rajamane, N. P. (2014). Studies on use of Copper Slag as Replacement Material for River Sand in Building Constructions.
Journal of The Institution of Engineers (India): Series A,
95(3), 169-177.
https://doi. org/10.1007/s40030-014-0084-9
[47] Raj, R. R., & Pillai, E. P. (2014). A way to promote sustainable development in construction industry by utilizing copper slag in concrete.
Ecology Environment and Conservation,
20, 181-186.
https://www.researchgate.net/publication/287021545_A_way_to_pro mote_sustainable_development_in_construction_industry_by_utilizing_copper_slag_in_concrete
[48] Lye, C-Q., Koh, S-K., Mangabhai, R., & Dhir, R. K. (2015). Use of copper slag and washed copper slag as sand in concrete: a state-of-the-art review.
Magazine of Concrete Research,
67(12), 665-679.
https://doi.org/10.1680/macr.14.00214
[49] Reddy, K. B. P., Tanuja, K., & Naidu, N. V. D. (2016). Use of copper slag in concrete and cement mortar as replacement of sand.
International Research Journal of Engineering and Technology,
3(9), 254-260.
https://www.irjet.net/archives/V3/i9/IRJET-V3I98 4.pdf
[50] Mavroulidou, M. (2017). Mechanical Properties and Durability of Concrete with Water Cooled Copper Slag Aggregate.
Waste and Biomass Valorization,
8(5), 1841-1854.
https://doi.org/10.1007/s12649-016-9819-3
[51] Achudhan, Deepavarsa, Vandhana, & Khalida. (2018). Effect of Copper slag in Structural behaviour of Reinforced Concrete Beams.
Materials Today: Proceedings,
5(2), 6878-6887.
https://doi.org/10.1016/J.MATPR.2017.11.349
[52] Prem, P. R., Verma, M., & Ambily, P. S. (2018). Sustainable cleaner production of concrete with high volume copper slag.
Journal of Cleaner Production,
193(3), 43-58.
https:/ /doi.org/10.1016/j.jclepro.2018.04.245
[53] Bhoi, A. M., Patil, Y. D., Patil, H. S., & Kadam, M. P. (2018). Feasibility Assessment of Incorporating Copper Slag as a Sand Substitute to Attain Sustainable Production Perspective in Concrete.
Advances in Materials Science and Engineering,
2018(1), 6502890.
https://doi.org/10.1155/2018/6502890
[54] Elamaran, R., Srinivasan, K., & Vimala, S. (2019). Use of copper slag for partial replacement to fine aggregate in concrete.
International Journal of Recent Technology and Engineerin,
7(5), 559-564.
https://www.ijrte.org/portfolio-item/E11990275S19/
[55] Abdar Esfahani, S. M. R., Zareei, S. A., Madhkhan, M., Ameri, F., Rashidiani, J., & Taheri, R. A. (2021). Mechanical and gamma-ray shielding properties and environmental benefits of concrete incorporating GGBFS and copper slag.
Journal of Building Engineering,
33, 101615.
https://doi.org/10.1016/j.jobe.2020.101615
[56] Ezhilarasan, G., Babu, E., Raj, S., & Esakkiraj, P. (2020). Experimental Study on Concrete by Replacing Fine Aggregate Partially with Copper Slag.
International Journal of Engineering Research and,
9(5), 933-935.
https://doi.org/10.17577/IJERTV9IS050668
[57] Panda, S., Sarkar, P., & Davis, R. (2021). Abrasion resistance and slake durability of copper slag aggregate concrete.
Journal of Building Engineering,
35, 101987.
https://doi.or g/10.1016/j.jobe.2020.101987
[58] SrinivasC., H., & Muranal, S. M. (2015). Study of the Properties of Concrete Containing Copper Slag as a Fine Aggregate.
International Journal of Engineering Research and Technology,
4(2).
https://doi.org/10.17577/IJERTV4IS020022
[59] Lori, A. R., Hassani, A., & Sedghi, R. (2019). Investigating the mechanical and hydraulic characteristics of pervious concrete containing copper slag as coarse aggregate.
Construction and Building Materials,
197, 130-142.
https://doi.org/10.1016/j.conbuildmat.2018. 11.230
[60] Khanzadi, M., & Behnood, A. (2009). Mechanical properties of high-strength concrete incorporating copper slag as coarse aggregate.
Construction and Building Materials,
23(6), 2183-2188.
https://doi.org/10.1016/j.conbuildmat.2008.12.005