Moment-rotational analysis of soil during mining induced ground movements by hybrid machine learning assisted quantification models of ELM-SVM |
Dai, Bibo
(School of Resources and Civil Engineering, Northeastern University)
Xu, Zhijun (School of Civil Engineering, Henan University of Technology) Zeng, Jie (Chongqing Jianzhu College, Academy of Traffic and Municipal Engineering) Zandi, Yousef (Department of Civil Engineering, Tabriz Branch, Islamic Azad University) Rahimi, Abouzar (Department of Civil Engineering, Tabriz Branch, Islamic Azad University) Pourkhorshidi, Sara (Civil Engineering Department, Sahand University of Technology) Khadimallah, Mohamed Amine (Prince Sattam Bin Abdulaziz University, College of Engineering, Civil Engineering Department) Zhao, Xingdong (School of Resources and Civil Engineering, Northeastern University) El-Arab, Islam Ezz (Structural engineering, Faculty of engineering, Tanta University) |
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91 | Siddharthan, R., Ara, S. and Norris, G.M. (1992), "Simple rigid plastic model for seismic tilting of rigid walls", J. Struct. Eng., 118(2), 469-487. https://doi.org/10.1061/(ASCE)0733-9445(1992)118:2(469). DOI |
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93 | Chatellier, L., Jarny, S., Gibouin, F. and David, L. (2013), "A parametric PIV/DIC method for the measurement of free surface flows", Experim. Fluids, 54(3), 1-15. https://doi.org/10.1007/s00348-013-1488-4. DOI |
94 | Chen, C., Shi, L., Shariati, M., Toghroli, A., Mohamad, E.T., Bui, D.T. and Khorami, M. (2019), "Behavior of steel storage pallet racking connection-A review", https://doi.org/10.12989/scs.2019.30.5.457. DOI |
95 | Chen, F.X., Zhong, Y.C., Gao, X.Y., Jin, Z.Q., Wang, E.D., Zhu, F.P. and He, X.Y. (2021), "Non-uniform model of relationship between surface strain and rust expansion force of reinforced concrete", Scientific Reports, 11(1), 1-9. https://doi.org/10.1038/s41598-021-88146-2. DOI |
96 | Comartin, C., Keaton, J., Grant, P., Martin, G. and Power, M. (1996), "Transitions in seismic analysis and design procedures for buildings and their foundations", Proceedings of the 6th workshop on the improvement of structural design and construction practice in the US and Japan, ATC Report no ATC. |
97 | Milovancevic, M., Zandi, Y., Rahimi, A., Denic, N., Vujovic, V., Zlatkovic, D. and Ivanovic, V. (2022), "Engine performance fueled with jojoba biodiesel and enzymatic saccharification on the yield of glucose of microbial lipids biodiesel", Energy, 239, 122390. https://doi.org/10.1016/j.energy.2021.122390. DOI |
98 | Toghroli, A., Darvishmoghaddam, E., Zandi, Y., Parvan, M., Safa, M., Abdullahi, M.M. and Khorami, M. (2018), "Evaluation of the parameters affecting the Schmidt rebound hammer reading using ANFIS method", Comput. Concrete, 21(5), 525-530. http://doi.org/10.12989/cac.2018.21.5.525. DOI |
99 | Sinaei, H., Shariati, M., Abna, A. H., Aghaei, M. and Shariati, A. (2012), "Evaluation of reinforced concrete beam behaviour using finite element analysis by ABAQUS", Sci. Res. Essays 7(21), 2002-2009. https://doi.org/10.5897/SRE11.1393. DOI |
100 | Mehrabi, P., Shariati, M., Kabirifar, K., Jarrah, M., Rasekh, H., Trung, N.T. and Jahandari, S. (2021), "Effect of pumice powder and nano-clay on the strength and permeability of fiber-reinforced pervious concrete incorporating recycled concrete aggregate", Constr. Build. Mater., 287, 122652. https://doi.org/10.1016/j.conbuildmat.2021.122652 DOI |
101 | Shariati, A., Sulong, N.H.R., Suhatril, M. and Shariati, M. (2012a), "Various types of shear connectors in composite structures: a review", Int. J. Physic. Sci., 7(22), 2876-2890. https://doi.org/10.5897/IJPSx11.004. DOI |
102 | Shariati, M., Ramli Sulong, N.H., Sinaei, H., Arabnejad Khanouki, M.M. and Shafigh, P. (2011), "Behavior of channel shear connectors in normal and light weight aggregate concrete (Experimental and analytical study)", Adv. Mater. Res., 168, 2303-2307. https://doi.org/10.4028/www.scientific.net/AMR.168-170.2303. DOI |
103 | Shariati, M., Toghroli, A., Jalali, A. and Ibrahim, Z. (2017), "Assessment of stiffened angle shear connector under monotonic and fully reversed cyclic loading", Fifth Int. Confer. Advan. Civil, Struct. Mech. Eng.-CSM 2017. |
104 | Shariati, M., Mafipour, M.S., Haido, J.H., Yousif, S.T., Toghroli, A., Trung, N.T. and Shariati, A. (2020p), "Identification of the most influencing parameters on the properties of corroded concrete beams using an Adaptive Neuro-Fuzzy Inference System (ANFIS)", Steel Compos. Struct., 34(1), 155-170. https://doi.org/10.12989/scs.2020.34.1.155. DOI |
105 | Sinaei, H., Jumaat, M.Z. and Shariati, M. (2011), "Numerical investigation on exterior reinforced concrete Beam-Column joint strengthened by composite fiber reinforced polymer (CFRP)", Int. J. Phys. Sci., 6(28), 6572-6579. https://doi.org/10.5897/IJPS11.1225. DOI |
106 | Shariati, A., Qaderi, S., Ebrahimi, F. and Toghroli, A. (2020j), "On buckling characteristics of polymer composite plates reinforced with graphene platelets", Eng. Comput., 1-12. https://doi.org/10.1007/s00366-020-00992-2. DOI |
107 | Shariati, M. (2013), Behaviour of C-shaped Shear Connectors in Stell Concrete Composite Beams, Jabatan Kejuruteraan Awam, Fakulti Kejuruteraan, Universiti Malaya. |
108 | Fema, P. (2000), Commentary for the Seismic Rehabilitation of Buildings, FEMA-356, Federal Emergency Management Agency, Washington, D.C. |
109 | Fanaie, N. and Tahriri, M. (2017b), "Stability and stiffness analysis of a steel frame with an oblique beam using method of least work", J. Constr. Steel Res., 137, 342-357. https://doi.org/10.1016/j.jcsr.2017.06.032. DOI |
110 | Fang, Q., Du, J.M., Li, J.Y., Zhang, D.L. and Cao, L.Q. (2021), "Settlement characteristics of large-diameter shield excavation below existing subway in close vicinity", J. Cent. South Univ., 28(3), 882-897. https://doi.org/10.1007/s11771-021-4628-7. DOI |
111 | Feng, P., Chang, H., Liu, X., Ye, S., Shu, X. and Ran, Q (2020), "The significance of dispersion of nano-SiO2 on early age hydration of cement pastes", Mater. Design, 186, 108320. https://doi.org/10.1016/j.matdes.2019.108320. DOI |
112 | Franza, A., Ritter, S. and Dejong, M.J. (2020), "Continuum solutions for tunnel-building interaction and a modified framework for deformation prediction", Geotechnique 70(2), 108-122. https://doi.org/10.1680/jgeot.17.P.279. DOI |
113 | Paknahad, M., Shariati, M., Sedghi, Y., Bazzaz, M. and Khorami, M. (2018), "Shear capacity equation for channel shear connectors in steel-concrete composite beams", Steel Compos. Struct., 28(4), 483-494. https://doi.org/10.12989/scs.2018.28.4.483. DOI |
114 | Mohammadhassani, M., Akib, S., Shariati, M., Suhatril, M. and Khanouki, M.A (2014a), "An experimental study on the failure modes of high strength concrete beams with particular references to variation of the tensile reinforcement ratio", Eng. Fail. Anal., 41, 73-80. https://doi.org/10.1016/j.engfailanal.2013.08.014. DOI |
115 | Mohammadhassani, M., Saleh, A., Suhatril, M. and Safa, M. (2015), "Fuzzy modelling approach for shear strength prediction of RC deep beams", Smart Struct. Syst. 16(3), 497-519. https://doi.org/10.12989/sss.2015.16.3.497. DOI |
116 | Naghipour, M., Niak, K.M., Shariati, M. and Toghroli, A. (2020a), "Effect of progressive shear punch of a foundation on a reinforced concrete building behavior", Steel Compos. Struct., 35(2), 279-294. https://doi.org/10.12989/scs.2020.35.2.279. DOI |
117 | Mojtaba, D. (2011), "A new finite element investigation on pre-bent steel strips as damper for vibration control", Int. J. Physic. Sci., 6(36), 8044-8050. https://doi.org/10.5897/ijps11.1585. DOI |
118 | Shariati, M., Faegh, S.S., Mehrabi, P., Bahavarnia, S., Zandi, Y., Masoom, D.R., Toghroli, A., Trung, N.T. and Salih, M.N.A. (2019b), "Numerical study on the structural performance of corrugated low yield point steel plate shear walls with circular openings", Steel Compos. Struct., 33(4), 569-581. https://doi.org/10.12989/scs.2019.33.4.569. DOI |
119 | Shariati, M., Azar, S.M., Arjomand, M.A., Tehrani, H.S., Daei, M. and Safa, M. (2019a), "Comparison of dynamic behavior of shallow foundations based on pile and geosynthetic materials in fine-grained clayey soils", Geomech. Eng., 19(6), 473. https://doi.org/10.12989/gae.2019.19.6.473. DOI |
120 | Shariati, M., Azar, S.M., Arjomand, M.A., Tehrani, H.S., Daei, M. and Safa, M. (2020k), "Evaluating the impacts of using piles and geosynthetics in reducing the settlement of fine-grained soils under static load", Geomech. Eng., 20(2), 87-101. https://doi.org/10.12989/gae.2020.20.2.087. DOI |
121 | Feng, S., Zuo, C., Zhang, L., Yin, W. and Chen, Q. (2021), "Generalized framework for non-sinusoidal fringe analysis using deep learning", Photonic. Res. 9(6), 1084-1098. https://doi.org/10.1364/PRJ.420944. DOI |
122 | Hamidian, M., Shariati, M., Arabnejad, M. and Sinaei, H. (2011), "Assessment of high strength and light weight aggregate concrete properties using ultrasonic pulse velocity technique", Int. J. Physica. Sci., 6(22), 5261-5266. https://doi.org/10.5897/IJPS11.1081. DOI |
123 | Hird, C. and Stanier, S. (2010), "Modelling helical screw piles in clay using a transparent soil", Proceedings of the 7th International Conference on Physical Modelling in Geotechnics. |
124 | Hosseini, S.A. and Toghroli, A. (2021), "Effect of mixing Nano-silica and Perlite with pervious concrete for nitrate removal from the contaminated water", Adv. Concrete Constru. 11(6), 531-544. https://doi.org/10.12989/acc.2021.11.6.531. DOI |
125 | Ezzein, F.M. and Bathurst, R.J. (2014), "A new approach to evaluate soil-geosynthetic interaction using a novel pullout test apparatus and transparent granular soil", Geotext. Geomembranes, 42(3), 246-255. https://doi.org/10.1016/j.geotexmem.2014.04.003. DOI |
126 | Zandi, Y., Shariati, M., Marto, A., Wei, X., Karaca, Z., Dao, D. K. and Khorami, M (2018), "Computational investigation of the comparative analysis of cylindrical barns subjected to earthquake", Steel Compos. Struct. 28(4), 439-447. https://doi.org/10.12989/scs.2018.28.4.439. DOI |
127 | Zaidi, S. (2014), "Scope of the application of support vector machines to polymer composite", Advan. Funct. Polymers Compos., 195. |
128 | Zandi, Y. and Alayi, M. (2019), "Effect of comparison of Ardabil pozzuoli cement and type 2 Sufyan cement compressive strength viewpoints and improvement solutions", J. Struct. Construct. Eng., 6(4), 95-110. https://dx.doi.org/10.22065/jsce.2018.117984.1454. DOI |
129 | Toghroli, A., Mehrabi, P., Shariati, M., Trung, N.T., Jahandari, S. and Rasekh, H. (2020), "Evaluating the use of recycled concrete aggregate and pozzolanic additives in fiber-reinforced pervious concrete with industrial and recycled fibers", Construct. Build. Mater., 252, 118997. http://doi.org/10.1016/j.conbuildmat.2020.118997. DOI |
130 | Alzo'ubi, A.K. (2019), "Effect of strength properties on displacement magnitude and fracturing amount inside a large open pit prone to topple", J. GeoEng., 14(2), 65-76. http://dx.doi.org/10.6310/jog.201906_14(2).2. DOI |
131 | Alzo'ubi, A.K. and Ibrahim, F. (2018), "Predicting the pile static load test using backpropagation neural network and generalized regression neural network -a comparative study", Int. J. Geotech. Eng., 1-12. https://doi.org/10.1080/19386362.2018.1519975. DOI |
132 | Barlett, P. (1976), Foundation Rocking on a Clay Soil, Master Thesis, University of Auckland. |
133 | Bitarafan, M. and Vahdani, R. (2020), "Assessing the effect of soil-structure interaction on damage indices of reinforced concrete frames", Europ. J. Environ. Civil Eng., 24(11), 1693-1708. https://doi.org/10.1080/19648189.2018.1482789. DOI |
134 | Cai, T., Zandi, Y., Agdas, A.S., Selmi, A., Issakhov, A. and RocoVidela, A. (2021), "The compressive strength of concrete retrofitted with wind ash and steel slag pozzolans with a watercement based polymers", Advan. Concrete Construct., 11(6), 507-519. https://doi.org/10.12989/acc.2021.11.6.507. DOI |
135 | Cao, Y., Zandi, A. Agdas, A.S., Wang, Q., Qian, X., Fu, L., Wakil, K., Selmi, A., Issakhov, A. and Roco-Videla, A. (2021c), "A review study of application of artificial intelligence in construction management and composite beams", Steel Compos. Struct., 39(6), 685-700. https://doi.org/10.12989/scs.2021.39.6.685. DOI |
136 | Katebi, J., Shoaei-parchin, M., Shariati, M., Trung, N.T. and Khorami, M. (2019), "Developed comparative analysis of metaheuristic optimization algorithms for optimal active control of structures", Eng. Comput., 1-20. https://doi.org/10.1007/s00366-019-00780-7 DOI |
137 | Zandi, Y., M. Husem, S. Pul and M. Mehdizadeh (2011), "Effect of mix design on restrained shrinkage of concrete", http://dl.lib.mrt.ac.lk/handle/123/9526. |
138 | Jahandari, S., Tao, Z., Saberian, M., Shariati, M., Li, J., Abolhasani, M. and Rashidi, M. (2021), "Geotechnical properties of lime-geogrid improved clayey subgrade under various moisture conditions", Road Mater. Pave. Des., 1-19, https://www.tandfonline.com/doi/abs/10.1080/14680629.2021.1950816. |
139 | Jermsittiparsert, K., Ghabussi, A., Forooghi, A., Shavalipour, A., Habibi, M., won Jung, D. and Safa, M. (2020), "Critical voltage, thermal buckling and frequency characteristics of a thermally affected GPL reinforced composite microdisk covered with piezoelectric actuator", Mech. Based Des. Struct. Mach., 1-23. https://doi.org/10.1080/15397734.2020.1748052. DOI |
140 | Jung, H.C., Kim, S.W., Jung, H.S., Min, K.D. and Won, J.S. (2007), "Satellite observation of coal mining subsidence by persistent scatterer analysis", Eng. Geol., 92(1-2), 1-13. DOI |
141 | Kazerani, S., Fanaie, N. and Soroushnia, S. (2017), "Seismic behavior of drilled beam section in moment connections", Int. J. Numer. Meth. Civil Eng., 1(4), 1-6. |
142 | Khanouki, M.A., Sulong, N.R., Shariati, M. and Tahir, M.M. (2016), "Investigation of through beam connection to concrete filled circular steel tube (CFCST) column", J. Constr. Steel Res., 121, 144-162. https://doi.org/10.1016/j.jcsr.2016.01.002. DOI |
143 | Khorami, M., Khorami, M., Motahar, H., Alvansazyazdi, M., Shariati, M., Jalali, A. and Tahir, M.M. (2017b), "Evaluation of the seismic performance of special moment frames using incremental nonlinear dynamic analysis", Struct. Eng. Mech., 63(2), 259-268. https://doi.org/10.12989/sem.2017.63.2.259. DOI |
144 | Shariati, M., Ghorbani, M., Naghipour, M., Alinejad, N. and Toghroli, A. (2020l), "The effect of RBS connection on energy absorption in tall buildings with braced tube frame system", Steel Compos. Struct., 34(3), 393. https://doi.org/10.12989/scs.2020.34.3.393. DOI |
145 | Cao, Y., Zandi, Y., Gholizadeh, M., Fu, L., Du, J., Qian, X. and Issakhov, A. (2021), "Optimization algorithms for composite beam as smart active control of structures using genetic algorithms", Smart Struct. Syst., 27(6), 1041-1052. https://doi.org/10.12989/sss.2021.27.6.1041. DOI |
146 | Cao, Y., Zandi, Y., Rahimi, A., Petkovic, D., Denic, N., Stojanovic, J. and Assilzadeh, H. (2021), "Evaluation and monitoring of impact resistance of fiber reinforced concrete by adaptive neuro fuzzy algorithm", Struct., 34, 3750-3756). https://doi.org/10.1016/j.istruc.2021.09.072. DOI |
147 | Toghroli, A., Mohammadhassani, M., Suhatril, M., Shariati, M. and Ibrahim, Z. (2014), "Prediction of shear capacity of channel shear connectors using the ANFIS model", Steel Compos. Struct. 17(5), 623-639. http://dx.doi.org/10.12989/scs.2014.17.5.623. DOI |
148 | Toghroli, A., Shariati, M., Karim, M.R. and Ibrahim, Z. (2017), "Investigation on composite polymer and silica fume-rubber aggregate pervious concrete", Fifth Int. Confer. Advan. Civil, Struct. Mech. Eng. - CSM 2017, Zurich, Switzerland. |
149 | Shariati, M., Heyrati, A., Zandi, Y., Laka, H., Toghroli, A., Kianmehr, P., Safa, M., Salih, M.N.A. and Poi-Ngian, S. (2019c), "Application of waste tire rubber aggregate in porous concrete", Smart Struct. Syst., 24(4), 553-566. https://doi.org/10.12989/sss.2019.24.4.553. DOI |
150 | Shariati, M., Lagzian, M., Maleki, S., Shariati, A. and Trung, N.T. (2020n), "Evaluation of seismic performance factors for tension-only braced frames", Steel Compos. Struct., 35(4), 599-609. https://doi.org/10.12989/scs.2020.35.4.599. DOI |
151 | White, D. and Bolton, M. (2004), "Displacement and strain paths during plane-strain model pile installation in sand", Geotechnique 54(6), 375-397. https://doi.org/10.1680/geot.2004.54.6.375. DOI |
152 | Najarkolaie, K.F., Mohammadi, M. and Fanaie, N. (2017), "Realistic behavior of infilled steel frames in seismic events: experimental and analytical study", B. Earthq. Eng., 15(12), 5365-5392. https://doi.org/10.1007/s10518-017-0173-z. DOI |
153 | Khorramian, K., Maleki, S., Shariati, M., Jalali, A. and Tahir, M. M. (2017), "Numerical analysis of tilted angle shear connectors in steel-concrete composite systems", Steel Compos. Struct. 23(1), 67-85. https://doi.org/10.12989/scs.2017.23.1.067. DOI |
154 | Sadeghian, F., Haddad, A., Jahandari, S., Rasekh, H. and Ozbakkaloglu, T. (2021), "Effects of electrokinetic phenomena on the load-bearing capacity of different steel and concrete piles: A small-scale experimental study", Canadian Geotech. J., 58(5). https://doi.org/10.1139/cgj-2019-065. DOI |
155 | Toghroli, A., Shariati, M., Sajedi, F., Ibrahim, Z., Koting, S., Mohamad, E.T. and Khorami, M. (2018b), "A review on pavement porous concrete using recycled waste materials", Smart Struct. Syst. 22(4), 433-440. http://doi.org/10.12989/sss.2018.22.4.433. DOI |
156 | Trung, N.T., Alemi, N., Haido, J.H., Shariati, M., Baradaran, S. and Yousif, S.T. (2019a), "Reduction of cement consumption by producing smart green concretes with natural zeolites", Smart Struct. Syst. 24(3), 415-425. http://doi.org/10.12989/sss.2019.24.3.415. DOI |
157 | Trung, N.T., Shahgoli, A.F., Zandi, Y., Shariati, M., Wakil, K., Safa, M. and Khorami, M. (2019), "Moment-rotation prediction of precast beam-to-column connections using extreme learning machine", Struct. Eng. Mech. 70(5), 639-647. https://doi.org/10.12989/sem.2019.70.5.639. DOI |
158 | Wei, X., Shariati, M., Zandi, Y., Pei, S., Jin, Z., Gharachurlu, S. and Khorami, M. (2018), "Distribution of shear force in perforated shear connectors", Steel Compos. Struct. 27(3), 389-399. https://doi.org/10.12989/scs.2018.27.3.389. DOI |
159 | Shariati, M., Ramli Sulong, N.H., Arabnejad Khanouki, M.M. and Shariati, A. (2011c), "Experimental and numerical investigations of channel shear connectors in high strength concrete", Proce. 2011 World Congress Advan. Struct. Eng. Mech. |
160 | Zandi, Y. (2013). "Comparison of dual system of steel moment frame and thin steel plate shear walls with dual system of steel moment frame and cross bracing or chevron with a design method based on performance levels", Bull. Environ. Pharmacol. Life Sci., 2(10), 51-57. |
161 | Son, M. and Cording, E.J. (2008), "Numerical model tests of building response to excavation-induced ground movements", Canadian Geotech. J., 45(11), 1611-1621. https://doi.org/10.1139/T08-074. DOI |
162 | Wei, Z., Zandi, Y., Gholizadeh, M., Selmi, A., Roco-Videla, A. and Konbr, U. (2021), "On the optimization of building energy, material, and economic management using soft computing", Advan. Concrete Construct., 11(6), 455-468. https://doi.org/10.12989/acc.2021.11.6.455. DOI |
163 | Franza, A., Marshall, A.M. and Zhou, B. (2019), "Greenfield tunnelling in sands: the effects of soil density and relative depth", Geotechnique 69(4), 297-307. https://doi.org/10.1680/jgeot.17.P.091. DOI |
164 | Suhatril, M., Osman, N., Sari, P.A., Shariati, M. and Marto, A. (2019), "Significance of surface eco-protection techniques for cohesive soils slope in selangor, Malaysia", Geotech. Geolo. Eng., 37(3), 2007-2014. https://doi.org/10.1007/s10706-018-0740-3. DOI |
165 | Tahmasbi, F., Maleki, S., Shariati, M., Ramli Sulong, N.H. and Tahir, M.M. (2016), "Shear capacity of C-Shaped and L-Shaped angle shear connectors", PLoS One, 11(8), e0156989. https://doi.org/10.1371/journal.pone.0156989. DOI |
166 | Toghroli, A., Nasirianfar, M.S., Shariati, A., Khorami, M., Paknahad, M., Ahmadi, M. and Zandi, Y. (2020b), "Analysis of extended end plate connection equipped with SMA bolts using component method", Steel Compos. Struct. 36(2), 213-228. http://doi.org/10.12989/scs.2020.36.2.213. DOI |
167 | Toghroli, A., Suhatril, M., Ibrahim, Z., Safa, M., Shariati M. and Shamshirband, S. (2016), "Potential of soft computing approach for evaluating the factors affecting the capacity of steel-concrete composite beam", J. Intel. Manufact., 29(8), 1793-1801. http://doi.org/10.1007/s10845-016-1217-y. DOI |
168 | Xu, J., Wu, Z., Chen, H., Shao, L., Zhou, X. and Wang, S. (2021), "Triaxial shear behavior of basalt fiber-reinforced loess based on digital image technology", Ksce J. Civil Eng., 25(10), 3714-3726. https://doi.org/10.1007/s12205-021-2034-1. DOI |
169 | Majedi, M.R., Afrazi, M. and Fakhimi, A., (2021), "A micromechanical model for simulation of rock failure under high strain rate loading", Int. J. Civil Eng., 19(5), 501-515. https://doi.org/10.1007/s40999-020-00551-2. DOI |
170 | Luo, Z., Sinaei, H., Ibrahim, Z., Shariati, M., Jumaat, Z., Wakil, K. and Khorami, M. (2019), "Computational and experimental analysis of beam to column joints reinforced with CFRP plates", Steel Compos. Struct., 30(3), 271-280. https://doi.org/10.12989/scs.2019.30.3.271. DOI |
171 | Marshall, A.M., Farrell, R.P., Klar, A. and Mair, R. (2012), "Tunnels in sands: the effect of size, depth and volume loss on greenfield displacements", Geotechnique, 62(5), 385-399. https://doi.org/10.1680/geot.10.P.047. DOI |
172 | Martin, G. and Yan, L. (1999), "Simulation of Moment Rotation Behavior of a Model Footing", FLAC and Numerical Modeling in Geomechanics, http://dx.doi.org/10.1201/9781003078531-53. DOI |
173 | Safa, M., Ahmadi, M., Mehrmashadi, J., Petkovic, D., Mohammadhassani, M., Zandi, Y. and Sedghi, Y. (2020a), "Selection of the most influential parameters on vectorial crystal growth of highly oriented vertically aligned carbon nanotubes by adaptive neuro-fuzzy technique", Int. J. Hydromechatronics, 3(3), 238-251. http://dx.doi.org/10.1504/IJHM.2020.10030657. DOI |
174 | Qi, C., Manzano, H., Spagnoli, D., Chen, Q. and Fourie, A. (2021a), "Initial hydration process of calcium silicates in Portland cement: a comprehensive comparison from molecular dynamics simulations", Cement Concrete Res., 149, 106576. https://doi.org/10.1016/j.cemconres.2021.106576. DOI |
175 | Razavian, L., Naghipour, M., Shariati, M. and Safa, M. (2020), "Experimental study of the behavior of composite timber columns confined with hollow rectangular steel sections under compression", Struct. Eng. Mech., 74(1), 145-156. https://doi.org/10.12989/sem.2020.74.1.145. DOI |
176 | Rouhanifar, S., Afrazi, M., Fakhimi, A. and Yazdani, M., (2021), "Strength and deformation behaviour of sand-rubber mixture", Int. J. Geotech. Eng., 15(9), 1078-1092. https://doi.org/10.1080/19386362.2020.181219. DOI |
177 | Sedghi, Y., Zandi, Y., Shariati, M., Ahmadi, E., Azar, V.M., Toghroli, A., Safa, M., Mohamad, E.T., Khorami, M. and Wakil, K. (2018), "Application of ANFIS technique on performance of C and L shaped angle shear connectors", Smart Struct. Syst., 22(3), 335-340. https://doi.org/10.12989/sss.2018.22.3.335. DOI |
178 | Shahabi, S.E.M., Sulong, N.H.R., Shariati, M., Mohammadhassani, M. and Shah, S.N.R. (2016a), "Numerical analysis of channel connectors under fire and a comparison of performance with different types of shear connectors subjected to fire", Steel Compos. Struct., 20(3), 651-669. https://doi.org/10.12989/scs.2016.20.3.651. DOI |
179 | Shah, S.N.R., Sulong, N.H.R., Shariati, M., Khan, R. and Jumaat, M.Z. (2016c), "Behavior of steel pallet rack beam-to-column connections at elevated temperatures", Thin Wall. Struct., 106, 471-483. https://doi.org/10.1016/j.tws.2016.05.021. DOI |
180 | Shah, S.N.R., Sulong, N.R., Khan, R., Jumaat, M.Z. and Shariati, M. (2016b), "Behavior of industrial steel rack connections", Mech. Syst. Signal Pr., 70-71, 725-740. https://doi.org/10.1016/j.ymssp.2015.08.026. DOI |
181 | Shariat, M., Shariati, M., Madadi, A. and Wakil, K. (2018), "Computational Lagrangian multiplier method by using for optimization and sensitivity analysis of rectangular reinforced concrete beams", Steel Compos. Struct., 29(2), 243-256. https://doi.org/10.12989/scs.2018.29.2.243. DOI |
182 | Milovancevic, M., Marinovic, J.S., Nikolic, J., Kitic, A., Shariati, M., Trung, N.T. and Khorami, M. (2019), "UML diagrams for dynamical monitoring of rail vehicles", Physica A., 531, 121169. https://doi.org/10.1016/j.physa.2019.121169. DOI |
183 | Wang, H., Wang, L., Cheng, Y. and Zhou, H. (2013), "Characteristics and dominant controlling factors of gas outburst in Huaibei coalfield and its countermeasures", Int. J. Mining Sci. Technol., 23(4), 591-596. https://doi.org/10.1016/j.ijmst.2013.07.019 DOI |
184 | Shariati, M., Mafipour, M.S., Mehrabi, P., Ahmadi, M., Wakil, K., Trung, N.T. and Toghroli, A. (2020), "Prediction of concrete strength in presence of furnace slag and fly ash using Hybrid ANN-GA (Artificial Neural Network-Genetic Algorithm)." Smart Struct. Syst. 25(2), 183-195. https://doi.org/10.12989/sss.2020.25.2.183. DOI |
185 | Shariati, M., Mafipour, M.S., Mehrabi, P., Shariati, A., Toghroli, A., Trung, N.T. and Salih, M.N. (2020r), "A novel approach to predict shear strength of tilted angle connectors using artificial intelligence techniques", Eng. Comput., 1-21. https://doi.org/10.1007/s00366-019-00930-x. DOI |
186 | Mehdizadeh, B., Jahandari, S., Vessalas, K., Miraki, H., Rasekh, H. and Samali, B. (2021), "Fresh, mechanical, and durability properties of self-compacting mortar incorporating alumina nanoparticles and rice husk ash", Materials, 14(22). https://www.mdpi.com/1996-1944/14/22/6778. |
187 | Meshkabadi, K. and Zandi, Y. (2019), "The effects of grout curtain parameters on uplift and piping phenomenon; case study: Sattarkhan dam", Hydrolog., 6(3), 71. https://doi.org/10.3390/hydrology6030071. DOI |
188 | El-Arab, I.M.E. (2012), "Analytical methodology of seismic fragility curve for reinforcement concrete pier bridges in Egypt", Int. J. Eng. Adv. Technol. DOI |
189 | Karimi, H., Rahmani, R., Othman, M.F., Zohoori, B., Mahrami, M., Kamyab, H. and Hosseini, S.E. (2016), "An analytical approach to calculate the charge density of biofunctionalized graphene layer enhanced by artificial neural networks", Plasmonics, 11(1), 95-102. https://doi.org/10.1007/s11468-015-9998-y. DOI |
190 | Maslahati Roudi, A., Chelliapan, S., Wan Mohtar, W.H.M. and Kamyab, H. (2018), "Prediction and optimization of the fenton process for the treatment of landfill leachate using an artificial neural network", Water, 10(5), 595, https://doi.org/10.3390/w10050595. DOI |
191 | Nouri, K., Sulong, N.H.R., Ibrahim, Z. and Shariati, M. (2021), "Behaviour of novel stiffened angle shear connectors at ambient and elevated temperatures", Adv. Steel Constr., 17(1), 28-38. https://doi.org/10.18057/Ijasc.2021.17.1.4. DOI |
192 | Yavari, S., Kamyab, H., Asadpour, R., Yavari, S., Sapari, N.B., Baloo, L. and Chelliapan, S. (2021b), "The fate of imazapyr herbicide in the soil amended with carbon sorbents", Biomass Convers. Biorefinery, 1-9. http://doi.org/10.1007/s13399-021-01587-7. DOI |
193 | Ma, R., Karimzadeh, M., Ghabussi, A., Zandi, Y., Baharom, S., Selmi, A. and Maureira-Carsalade, N. (2021), "Assessment of composite beam performance using GWO-ELM metaheuristic algorithm", Eng. Comput., 1-17. https://doi.org/10.1007/s00366-021-01363-1. DOI |
194 | Shariati, M., Ramli Sulong, N., Suhatril, M., Shariati, A., Arabnejad Khanouki, M. and Sinaei, H. (2012), "Fatigue energy dissipation and failure analysis of channel shear connector embedded in the lightweight aggregate concrete in composite bridge girders", Fifth Int. Confer. Eng. Fail. Anal., Hague, July. |
195 | Zhao, C., Liu, X., Zhong, S., Shi, K., Liao, D. and Zhong, Q. (2021), "Secure consensus of multi-agent systems with redundant signal and communication interference via distributed dynamic event-triggered control", ISA Trans, 112, 89-98. https://doi.org/10.1016/j.isatra.2020.11.030. DOI |
196 | Shariati, A., Ebrahimi, F., Karimiasl, M., Selvamani, R. and Toghroli, A. (2020e), "On bending characteristics of smart magneto-electro-piezoelectric nanobeams system", Adv. Nano Res. 9(3), 183-191. https://doi.org/10.12989/anr.2020.9.3.183. DOI |
197 | Shariati, A. (2014), Behaviour of C-shaped Angle Shear Connectors in High Strength Concrete, M.SC, Jabatan Kejuruteraan Awam, Fakulti Kejuruteraan, Universiti Malaya. |
198 | Shariati, A., Barati, M.R., Ebrahimi, F., Singhal, A. and Toghroli, A. (2020a), "Investigating vibrational behavior of graphene sheets under linearly varying in-plane bending load based on the nonlocal strain gradient theory", Adv. Nano Res., 8(4), 265-276. https://doi.org/10.12989/anr.2020.8.4.265. DOI |
199 | Shariati, A., Bayrami, S.S., Ebrahimi, F. and Toghroli, A. (2020c), "Wave propagation analysis of electro-rheological fluid-filled sandwich composite beam", Mech. Based Des. Struct. Mach., 1-10. https://doi.org/10.1080/15397734.2020.1745646. DOI |
200 | Shariati, A., Ebrahimi, F., Karimiasl, M., Vinyas, M. and Toghroli, A. (2020f), "On transient hygrothermal vibration of embedded viscoelastic flexoelectric/piezoelectric nanobeams under magnetic loading", Adv. Nano Res., 8(1), 49-58. https://doi.org/10.12989/anr.2020.8.1.049. DOI |
201 | Shariati, A., Habibi, M., Tounsi, A., Safarpour, H. and Safa, M. (2021a), "Application of exact continuum size-dependent theory for stability and frequency analysis of a curved cantilevered microtubule by considering viscoelastic properties", Eng. Comput. 37(4), 3629-3648. https://doi.org/10.1007/s00366-020-01024-9. DOI |
202 | Khudhair, A.B., Hadibarata, T., Yusoff, A.R.M., Teh, Z.C., Adnan, L.A. and Kamyab, H. (2015), "Pyrene metabolism by new species isolated from soil Rhizoctonia zeae SOL3", Water Air Soil Poll., 226(6), 1-9, https://doi.org/10.1007/s11270-015-2432-4. DOI |
203 | Burland, J.B., Mair, R.J. and Standing, J.R. (2004), "Ground performance and building response due to tunnellin", In Advances in geotechnical engineering: The Skempton conference: Proceedings of a three day conference on advances in geotechnical engineering, organised by the Institution of Civil Engineers and held at the Royal Geographical Society, London, U.K. March. |
204 | Arabnejad Khanouki, M.M., Ramli Sulong, N.H. and Shariati, M. (2011), "Behavior of through beam connections composed of CFSST columns and steel beams by finite element studying", Advan. Mater. Res., 168, 2329-2333. www.scientific.net/AMR.168-170.2329. DOI |
205 | Alzo'ubi, A.K. (2014), "Stability of a Rock Slope Susceptible to Seasonal Movements", Int. J. Geomate, 6, 800-805. |
206 | Cao, Y., Zandi, Y., Rahimi, A., Fan, Q., Bai, Y., Guo, J. and Assilzadeh, H. (2021), "Analysis of leaking ratio of sealing device for the intake port of EMC closed integral structure turbine disk through soft computing", Advan. Nano Res., 11(3), 313. https://doi.org/10.12989/anr.2021.11.3.313. DOI |
207 | Ding, S., Su, C. and Yu, J. (2011b), "An optimizing BP neural network algorithm based on genetic algorithm", Artif. Intell. Rev., 36(2), 153-162. https://doi.org/10.1007/s10462-011-9208-z. DOI |
208 | Kumar, A., Sharma, T., Mulla, S.I., Kamyab, H., Pant, D. and Sharma, S. (2019), "Let's protect our earth: environmental challenges and implications", Microb. Enzymes Soil Health Bioremediat., 16, 1-10. https://doi.org/10.1007/978-981-13-9117-0_1. DOI |
209 | Li, L. N., Ouyang, J.H., Chen, H.L. and Liu, D.Y. (2012), "A computer aided diagnosis system for thyroid disease using extreme learning machine", J. Med. Syst., 36(5), 3327-3337. https://doi.org/10.1007/s10916-012-9825-3. DOI |
210 | Jahandari, S., Mohammadi, M., Rahmani, A., Abolhasani, M., Miraki, H., Mohammadifar, L., Kazemi, M., Saberian, M. and Rashidi, M. (2021), "Mechanical properties of recycled aggregate concretes containing silica fume and steel fibres", Material, 14(22). https://www.mdpi.com/1996-1944/14/22/7065. |
211 | Zhang, K., Jia, C., Song, Y., Jiang, S., Jiang, Z., Wen, M. and Liu, T. (2020), "Analysis of lower cambrian shale gas composition, source and accumulation pattern in different tectonic backgrounds: A case study of weiyuan block in the upper Yangtze region and Xiuwu Basin in the Lower Yangtze region", Fuel, 263, 115978. https://doi.org/10.1016/j.fuel.2019.115978. DOI |
212 | Xie, W., Zhang, R., Zeng, D., Shi, K. and Zhong, S. (2020), "Strictly dissipative stabilization of multiple-memory Markov jump systems with general transition rates: A novel event- triggered control strategy", Int. J. Robust Nonlinear Control, 30(5), 1956-1978. https://doi.org/10.1002/rnc.4856. DOI |
213 | Zheng, W., Qian, Y. and Lu, H. (2013), "Text categorization based on regularization extreme learning machine", Neural Comput. Appl., 22(3), 447-456. https://doi.org/10.1007/s00521-011-0808-y. DOI |
214 | Zhou, W., Lv, Y., Lei, J. and Yu, L. (2019), "Global and local-contrast guides content-aware fusion for RGB-D saliency prediction", IEEE Transact. Syst., Man and Cybernetics: Syst., https://doi.org/10.1109/TSMC.2019.2957386. DOI |
215 | Filiatrault, A., Anderson, D. and DeVall, R. (1992), "Effect of weak foundation on the seismic response of core wall type buildings", Can. J. Civil Eng., 19(3), 530-539. DOI |
216 | Shariati, A., Jung, D.W., Mohammad-Sedighi, H., Zur, K.K., Habibi, M. and Safa, M. (2020i), "Stability and dynamics of viscoelastic moving Rayleigh beams with an asymmetrical distribution of material parameters", Symmetry-Basel, 12(4), 586. https://doi.org/10.3390/sym12040586. DOI |
217 | Wang, H., Zandi, Y., Gholizadeh, M. and Issakhov, A. (2021), "Buckling of porosity-dependent bi-directional FG nanotube using numerical method", Advan. Nano Res., 10(5), 493-507 https://doi.org/10.12989/anr.2021.10.5.493. DOI |
218 | Xu, X. Z., Ding, S.F., Shi, Z.Z. and Zhu, H. (2012), "Optimizing radial basis function neural network based on rough sets and affinity propagation clustering algorithm", J. Zhejiang Univ. SCci. C, 13(2), 131-138. https://doi.org/10.1631/jzus.C1100176. DOI |
219 | Ge, Y., Ashrafi, N., Oslub, K., Zandi, Y., Gholizadeh. M. and Issakhov, A. (2021), "Maximum amplitude, quasi-static indentation, and frequency information of the angle-ply laminated curved panel subjected to low-velocity impact", Mech. Based Des. Struc., 1-16. https://doi.org/10.1080/15397734.2021.1920032. DOI |
220 | Heydari, A. and Shariati, M. (2018), "Buckling analysis of tapered BDFGM nano-beam under variable axial compression resting on elastic medium", Struct. Eng. Mech., 66(6), 737-748. https://doi.org/10.12989/sem.2018.66.6.737. DOI |
221 | Hosseinpour, E., Baharom, S., Badaruzzaman, W.H.W., Shariati, M. and Jalali, A. (2018), "Direct shear behavior of concrete filled hollow steel tube shear connector for slim-floor steel beams", Steel Compos. Struct., 26(4), 485-499, https://doi.org/10.12989/scs.2018.26.4.485. DOI |
222 | Shahgoli, A. F., Zandi, Y., Rava, A., Baharom, S., Paknahad, M., Ahmadi, M. and Wakil, K. (2021), "Estimation of the most influential parameters affecting the rotary braces damper", Iran. J. Sci. Technol. Trans. Civil Eng., 45, 2463-2475. https://doi.org/10.1007/s40996-020-00551-1. DOI |
223 | Shariati, M., Mafipour, M.S., Mehrabi, P., Zandi, Y., Dehghani, D., Bahadori, A. and Poi-Ngian, S. (2019e), "Application of Extreme Learning Machine (ELM) and Genetic Programming (GP) to design steel-concrete composite floor systems at elevated temperatures", Steel Compos. Struct. 33(3), 319-332 https://doi.org/10.12989/scs.2019.33.3.319. DOI |
224 | Shariati, M., Rafie, S., Zandi, Y., Fooladvand, R., Gharehaghaj, B., Mehrabi, P. and Poi-Ngian, S. (2019), "Experimental investigation on the effect of cementitious materials on fresh and mechanical properties of self-consolidating concrete", Advan. Concrete Construct., 8(3), 225-237. https://doi.org/10.12989/acc.2019.8.3.225. DOI |
225 | Shariati, M., Ramli-Sulong, N.H., Arabnejad, M.M., Shafigh, P. and Sinaei, H. (2011a), "Assessing the strength of reinforced concrete structures through Ultrasonic Pulse Velocity and Schmidt Rebound Hammer tests", Sci. Res. Essays, 6(1), 213-220. https://doi.org/10.5897/SRE10.879. DOI |
226 | Cao, Y., Selmi, A., Tohfenamarvar, R., Zandi, Y., Kasehchi, E. and Assilzahed, H. (2021), "In-plane varying bending force effects on wave dispersion characteristics of single-layered graphene sheets", Advan. Nano Res., 10(2), 101-114. https://doi.org/10.12989/anr.2021.10.2.101. DOI |
227 | Luo, J., Li, M., Liu, X., Tian, W., Zhong, S. and Shi, K. (2020), "Stabilization analysis for fuzzy systems with a switched sampled-data control", J. Franklin I., 357(1), 39-58. https://doi.org/10.1016/j.jfranklin.2019.09.029. DOI |
228 | Shariati, A., Hosseini, S.H.S., Bayrami, S.S., Ebrahimi, F. and Toghroli, A. (2021b), "Effect of residual surface stress on parametrically excited nonlinear dynamics and instability of viscoelastic piezoelectric nanoelectromechanical resonators", Eng. Comput., 37(3), 1835-1850. https://doi.org/10.1007/s00366-019-00916-9. DOI |
229 | Shah, S.N.R., Sulong, N.H.R., Jumaat, M.Z. (2015), "Steel rack connections: identification of most influential factors and a comparison of stiffness design methods", Plos One, 10(10), e0139422. https://doi.org/10.1371/journal.pone.0139422. DOI |
230 | Sari, P.A., Suhatril, M., Osman, N., Mu'azu, M.A., Dehghani, H., Sedghi, Y., Safa, M., Hasanipanah, M., Wakil, K. and Khorami, M. (2019), "An intelligent based-model role to simulate the factor of safe slope by support vector regression", Eng. Comput. 35(4), 1521-1531. https://doi.org/10.1007/s00366-018-0677-4. DOI |
231 | Shah, S.N.R., Sulong, N.H.R., Jumaat, M.Z. and Shariati, M. (2016a), "State-of-the-art review on the design and performance of steel pallet rack connections", Eng. Fail. Anal., 66, 240-258. https://doi.org/10.1016/j.engfailanal.2016.04.017. DOI |
232 | Ming, Y., Zandi, Y., Gholizadeh, M., Oslub, K., Khadimallah, M. A. and Issakhov, A. (2021), "Computer simulation for stability performance of sandwich annular system via adaptive tuned deep learning neural network optimization", Adv. Nano Res., 11(1), 83-99. https://doi.org/10.12989/anr.2021.11.1.083. DOI |
233 | Zhao, C., Zhong, S., Zhang, X., Zhong, Q. and Shi, K. (2020a), "Novel results on nonfragile sampled-data exponential synchronization for delayed complex dynamical networks", Int. J. Robust Nonlinear Control, 30(10), 4022-4042. https://doi.org/10.1002/rnc.4975. DOI |
234 | Jahanbakhti, E., Fanaie, N. and Rezaeian, A. (2017), "Experimental investigation of panel zone in rigid beam to box column connection", J. Constr. Steel Res., 137, 180-191. https://doi.org/10.1016/j.jcsr.2017.06.025. DOI |
235 | Safa, M., Shariati, M., Ibrahim, Z., Toghroli, A., Baharom, S. B., Nor, N.M. and Petkovic, D. (2016), "Potential of adaptive neuro fuzzy inference system for evaluating the factors affecting steel-concrete composite beam's shear strength", Steel Compos. Struct., 21(3), 679-688. https://doi.org/10.12989/scs.2016.21.3.679. DOI |
236 | Khorramian, K., Maleki, S., Shariati, M. and Ramli Sulong, N.H. (2015), "Behavior of tilted angle shear connectors", PLoS One, 10(12), e0144288. https://doi.org/10.1371/journal.pone.0144288. DOI |
237 | Shariati, A., Jung, D. W., Mohammad-Sedighi, H., Zur, K.K., Habibi, M. and Safa, M. (2020h), "On the vibrations and stability of moving viscoelastic axially functionally graded nanobeams", Mater., 13(7), 1707. https://doi.org/10.3390/ma13071707. DOI |
238 | Iskander, M. and Liu, J. (2010), "Spatial deformation measurement using transparent soil", Geotech. Test. J., 33(4), 314-321. http://dx.doi.org/10.1520/GTJ102745. DOI |
239 | Jahandari, S., Tao, Z., Saberian, M., Shariati, M., Li, J., Abolhasani, M. and Rashidi, M. (2021), "Geotechnical properties of lime-geogrid improved clayey subgrade under various moisture conditions", Road Mater. Pavement Des., 1-19. https://doi.org/10.1080/14680629.2021.1950816. DOI |
240 | Kim, C.Y., Bae, G.J., Hong, S.W., Park, C.H., Moon, H.K. and Shin, H.S. (2001), "Neural network based prediction of ground surface settlements due to tunnelling", Comput. Geotech., 28(6-7), 517-547. https://doi.org/10.1016/S0266-352X(01)00011-8. DOI |
241 | Shariati, M., Davoodnabi, S.M., Toghroli, A., Kong, Z.Y. and Shariati, A. (2021d), "Hybridization of metaheuristic algorithms with adaptive neuro-fuzzy inference system to predict load-slip behavior of angle shear connectors at elevated temperatures", Compos. Struct., 278, 114524 https://doi.org/10.1016/j.compstruct.2021.114524. DOI |
242 | Shariati, M., Sulong, N.R., Shariati, A. and Khanouki, M.A. (2015), "Behavior of V-shaped angle shear connectors: experimental and parametric study", Mater. Struct., 49(9), 3909-3926. https://doi.org/10.1617/s11527-015-0762-8. DOI |
243 | Shariati, M., Ramli Sulong, N.H. and Arabnejad Khanouki, M.M. (2010), "Experimental and analytical study on channel shear connectors in light weight aggregate concrete", Proc. 4th Int. Conf. Steel Compos. Struct., Sydney, July. |
244 | Shariati, M., Shariati, A., Sulong, N.R., Suhatril, M. and Khanouki, M.A. (2014b), "Fatigue energy dissipation and failure analysis of angle shear connectors embedded in high strength concrete", Eng. Fail. Anal., 41, 124-134 https://doi.org/10.1016/j.engfailanal.2014.02.017. DOI |
245 | Shariati, M., Sulong, N.R. and Khanouki, M.A. (2012c), "Experimental assessment of channel shear connectors under monotonic and fully reversed cyclic loading in high strength concrete", Mater. Des., 34, 325-331 https://doi.org/10.1016/j.matdes.2011.08.008. DOI |
246 | Yanzhen, Q., Zandi, Y., Rahimi, A., Pourkhorshidi, S., RocoVidela, A., Khadimallah, M.A. and Assilzadeh, H. (2021), "Nano-SiO 2 for efficiency of geotechnical properties of fine soils in mining and civil engineering", Advan. Nano Res. 11(3), 301-312. https://doi.org/10.12989/anr.2021.11.3.301. DOI |
247 | Yazdani, M., Kabirifar, K., Frimpong, B.E., Shariati, M., Mirmozaffari, M. and Boskabadi, A. (2020), "Improving construction and demolition waste collection service in an urban area using a simheuristic approach: A case study in Sydney, Australia", J. Cleaner Product., 280, 124138. https://doi.org/10.1016/j.jclepro.2020.124138. DOI |
248 | Mohammadhassani, M., Nezamabadi-Pour, H., Suhatril, M., & Shariati, M. (2013a), "Identification of a suitable ANN architecture in predicting strain in tie section of concrete deep beams", Struct. Eng. Mech., 46(6), 853-868. https://doi.org/10.12989/sem.2013.46.6.853. DOI |
249 | Miraki, H., Shariatmadari, N., Ghadir, P., Jahandari, S., Tao, Z. and Siddique, R. (2021), "Clayey soil stabilization using alkali-activated volcanic ash and slag", Rock Mech. Geotech. Eng., https://www.sciencedirect.com/science/article/pii/S1674775521001530. |
250 | Mohammadhassani, M., Nezamabadi-Pour, H., Suhatril, M. and Shariati, M. (2014b), "An evolutionary fuzzy modelling approach and comparison of different methods for shear strength prediction of high-strength concrete beams without stirrups", Smart Struct. Syst. 14(5), 785-809. https://doi.org/10.12989/sss.2014.14.5.785. DOI |
251 | Mohammadhassani, M., Suhatril, M., Shariati, M. and Ghanbari, F. (2013b), "Ductility and strength assessment of HSC beams with varying of tensile reinforcement ratios", Struct. Eng. Mech., 48(6), 833-848. https://doi.org/10.12989/sem.2013.48.6.833. DOI |
252 | Mohammadreza, H. (2012), "Application of Schmidt rebound hammer and ultrasonic pulse velocity techniques for structural health monitoring", Sci. Res. Essays, 7(21), 1997-2001. https://doi.org/10.5897/sre11.1387. DOI |
253 | Khorami, M., Alvansazyazdi, M., Shariati, M., Zandi, Y., Jalali, A. and Tahir, M (2017a), "Seismic performance evaluation of buckling restrained braced frames (BRBF) using incremental nonlinear dynamic analysis method (IDA)", Earthq. Struct., 13(6), 531-538. https://doi.org/10.12989/eas.2017.13.6.531. DOI |
254 | Xie, Q., Sinaei, H., Shariati, M., Khorami, M., Mohamad, E.T. and Bui, D.T. (2019), "An experimental study on the effect of CFRP on behavior of reinforce concrete beam column connections", Steel Compos. Struct. 30(5), 433-441. https://doi.org/10.12989/scs.2019.30.5.433. DOI |
255 | Taheri, E., Esgandarzadeh Fard, S., Zandi, Y. and Samali, B. (2021), "Experimental and numerical investigation of an innovative method for strengthening cold-formed steel profiles in bending throughout finite element modeling and application of neural network based on feature selection method", Appl. Sci., 11(11), 5242. https://doi.org/10.3390/app11115242. DOI |
256 | Ghobarah, A. (2001), "Performance-based design in earthquake engineering: state of development", Eng. Struct., 23(8), 878-884. https://doi.org/10.1016/S0141-0296(01)00036-0. DOI |
257 | Shariati, M., Naghipour, M., Yousofizinsaz, G., Toghroli, A. and Tabarestani, N.P. (2020s), "Numerical study on the axial compressive behavior of built-up CFT columns considering different welding lines", Steel Compos. Struct. 34(3), 377-391 https://doi.org/10.12989/scs.2020.34.3.377. DOI |
258 | Shariati, M., Grayeli, M., Shariati, A. and Naghipour, M. (2020m). "Performance of composite frame consisting of steel beams and concrete filled tubes under fire loading", Steel Compos. Struct., 36(5), 587-602. https://doi.org/10.12989/scs.2020.36.5.587. DOI |
259 | Shariati, M., Mafipour, M.S., Ghahremani, B., Azarhomayun, F., Ahmadi, M., Trung, N.T. and Shariati, A. (2020o), "A novel hybrid extreme learning machine-grey wolf optimizer (ELMGWO) model to predict compressive strength of concrete with partial replacements for cement", Eng. Comput., 1-23. https://doi.org/10.1007/s00366-020-01081-0. DOI |
260 | Shariati, M., Mafipour, M.S., Mehrabi, P., Bahadori, A., Zandi, Y., Salih, M.N. and Poi-Ngian, S. (2019d), "Application of a Hybrid Artificial Neural Network-Particle Swarm Optimization (ANN-PSO) Model in Behavior Prediction of Channel Shear Connectors Embedded in Normal and High-Strength Concrete", Appl. Sci.-Basel, 9(24), 5534. https://doi.org/10.3390/app9245534. DOI |
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