پیش‌بینی مقاومت فشاری بتن خودتراکم حاوی فیلر‌های مختلف با کمک شبکه‌های عصبی مصنوعی

 [1] H. Okamura, M. Ouchi, Self-compacting concrete–Journal of Advanced Concrete Technology, vol. 1.(2003).

[2] EFNARC, Guidelines for Self-Compacting Concrete, European Federation for Specialist Construction Chemicals and Concrete Systems, Norfolk, UK. English ed., February, (2002).

[3] M.F. Granata, Pumice powder as filler of self-compacting concrete. Construction and Building Materials, 96 (2015) 581-590.

[4] F.A. Mustapha, A. Sulaiman, R.N. Mohamed, S.A. Umara, The effect of fly ash and silica fume on self-compacting high-performance concrete. Materials Today: Proceedings, 39 (2021) 965-969.

[5] F. Pirmohammadi Alishah, The Effect of Zeolite on Different Mechanical Properties and Permeability of Self-Compacting Concrete. Computational Engineering and Physical Modeling, 3(1) (2020) 53-68.

[6] J. Seelapureddy, J. Bommisetty, M.V. Seshagiri Rao, Effect of metakaolin and micro silica on strength characteristics of standard grades of self-compacting concrete. Materials Today: Proceedings, 45 (2021) 884-890.

[7] E.M. Raisi, J.V. Amiri, M.R. Davoodi, Mechanical performance of self-compacting concrete incorporating rice husk ash. Construction and Building Materials, 177 (2018) 148-157.

[8] A.A.A. Al-Oran, N.A. Safiee, N.A. Mohd Nasir, Fresh and hardened properties of self-compacting concrete using metakaolin and GGBS as cement replacement. European Journal of Environmental and Civil Engineering, (2019) 1-14.

[9] J. Xiao, Z. Ma, T. Sui, A. Akbarnezhad, Z. Duan, Mechanical properties of concrete mixed with recycled powder produced from construction and demolition waste. Journal of Cleaner Production, 188 (2018) 720-731.

[10] A. Majumdar, A. Mitra, D. Banerjee, P.K. Majumdar, Soft computing applications in fabrics and clothing: a comprehensive review. Research Journal of Textile and Apparel, (2010).

[11] S. Selvaraj, S. Sivaraman, Prediction model for optimized self-compacting concrete with fly ash using response surface method based on fuzzy classification. Neural Computing and Applications, 31(5) (2019) 1365-1373.

[12] A. Iqtidar, N. Bahadurkhan, S. Kashif-ur-Rehman, M. Faisal Javed, F. Aslam, R. Alyousef, H. Alabduljabbar, A. Mosavi, Prediction of compressive strength of rice husk ash concrete through different machine learning processes. Crystals, 11(4) (2021) 352.

[13] M. Serraye, S. Kenai, B. Boukhatem, Prediction of compressive strength of self-compacting concrete (SCC) with silica fume using neural networks models. Civil Engineering Journal, 7(1) (2021) 118-139.

[14] S. Hochreiter, J. Schmidhuber, Long short-term memory. Neural computation, 9(8) (1997) 1735-1780.

[15]F.A. Gers, J. Schmidhuber, Recurrent nets that time and count. in Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks. IJCNN 2000. Neural Computing: New Challenges and Perspectives for the New Millennium. (2000).

[16] S.M. Davoodnabi, M. Safehian, The effect of using mineral additives (silica fume, zeolite, slag, limestone powder) on the compressive strength and surface electrical resistance of self-compacting concrete considering the fixed paste volume.3^rd International Conference on Applied Researches in structural engineering and construction management, (2019) (in Persian).

[17] M.S. Abasifar, M.R. Pirmohammadi, S.M. Mirhoseini, SH. Pirmohammadi, The effect of replacing limestone powder with recycled travertine stone powder on compressive strength and volume water absorption in self-compacting concretes. 11^th National Conference on concrete, Tehran, (2019) (in Persian).

[18] E. Varjavand, M. Sobhaninia, The effect of rice husk ash and sugarcane pulp on the compressive strength of self-compacting concrete. 3rd Conference on Engineering Sciences, Kish Island, (2019) (in Persian).

[19] M. Khanzadi, M.R. Nabizadeh, S.R. Bagheri, V. Ghalenoei, Investigation of the effect of zeolite and mesbar on the performance of self-compacting concrete. First National Concrete Industry Conference, Kerman, (2012) (in Persian).

[20] A. Khani, M. Tadion, M.E. Komaki, S.M. Sajad Atar, Investigation and evaluation of K factor in self-compacting concretes containing zeolite and smelting furnace slag. 9^th National Conference on concrete, Tehran, (2017) (in Persian).

[21] P. Ghoddousi, A.A. Shirzad Javid, S.H. Hoseini Rostami, B. Mehri, Rheology study of self-compacting concretes containing mineral additives. 5^th National Conference on Self-Consolidating concrete and 1^st National Conference on Repair and Maintenance of concrete structures, Tehran, (2017) (in Persian).

[22] P. Razmara, S. Saidijam, J. Afiati, Self-compacting concrete: Green concrete technology with an attitude towards the environment. The 4th International Conference on Environmental planning and Management, Tehran, (2017) (in Persian).

[23] M.S. Hoseini, H. Varastepour, Investigation of the effects of water to cement ratio on the properties of self-compacting concrete and its optimization with VMA and lime powder. 4^th International Conference on Advanced Technology in Civil engineering, Architecture and Urban planning, Tehran, (2017) (in Persian).

[24] M.H. Khazali, A.R. Nikkhah, D. Rahimi, Investigation of the effect of zeolite, microsilica, slag and lime powder on the mechanical properties of self-compacting concrete. 9^th National Conference on concrete, Tehran, (2017) (in Persian).

[25] P.S. Pourhosein, Investigation of physical properties of self-compacting concrete containing different ratios of water to cement. International conference on the new horizons in the basic and technical sciences and engineering, Tehran, (2017) (in Persian).

[26] E. Nassirnia, S. Rahimi, S.Y. Mousavi, The effect of pozzolan pumice on the properties of fresh and hardened self-compacting concrete. A Thesis Presented for the Degree of Master of science In Civil Engineering-Structure. Allameh Mohaddes Nouri University, Nour, iran, (2016) (in Persian).

[27] A. Meshkini, F. Pirmohammadi alishah, Properties of lightweight self-compacting concrete containing pumice as a cement substitute. 3rd International conference on science and engineering, Istanbul, Turkey, (2016) (in Persian).

[28] A.A. Hassan, M.K. Ismail, J. Mayo, Mechanical properties of self-consolidating concrete containing lightweight recycled aggregate in different mixture compositions. Journal of Building Engineering, 4 (2015) 113-126.

[29] H. Nouripahlevanlou, J. Berenjian, M. Hoseinalibeygi, O. Lotfi Omran, S. Jalilian, Laboratory study of engineering properties and stability of self-compacting concrete containing methacoline pozzolan. 7^th National concrete Conference of iran, Tehran, (2015) (in Persian).

[30] A. Eftekhari, V. Naderi, A. Foroughi Asl, Impact of microsilica on the mechanical properties and permeability of self-compacting concrete. 9^th National concrete Conference of iran, Tehran, (2015) (in Persian).

[31] H. Varastepour, J. Morovati, S.V. Aghebatkhah, Investigation of the effects of VMA and limestone powder composition on the properties of fresh and hardened self-compacting concrete. International conference on science and engineering, Dubai, UAE, (2015) (in Persian).

[32] J. Berenjian, H. Nouri pahlevanloo, The effect of rice husk ash pozzolan replacement on the mechanical properties of self-compacting concrete. 2^nd International congress on structure, architecture & urban development, Tabriz, (2014) (in Persian).

[33] M. Ghasemi, J. Berenjian, H. Azari Jafari, N.R. Forouhar, The effect of natural zeolite and Taftan pumice replacement on the characteristics of fresh and hardened self-compacting concrete. 5^th National concrete Conference of iran, Tehran, (2013) (in Persian).

[34] H. Aslani, Z. Khazemi, A. Aslani, Self-compacting concrete mixing scheme without the use of viscosity modifiers. National Conference on Applied Civil Engineering and New Achievements, Karaj, (2014) (in Persian).

[35] M.S. Sargazi Moghdam, M.H. Mirabi Moghadam, S. Rahat Dehmardeh, Influence of superplasticizer rate on rheological, mechanical and porosity properties of self-compacting concrete. 2nd National conference on material and new structures, Esfahan, (2014) (in Persian).

[36] T. Khazaeni, M. Miri, N. Sarani, Investigation of durability and mechanical properties of self-compacting concrete containing metakaolin and pumice. 5^th National concrete Conference of iran, Tehran, (2013) (in Persian).

[37] R. Madandoust, S.Y. Mousavi, Fresh and hardened properties of self-compacting concrete containing metakaolin. Construction and building materials, 35 (2012) 752-760.

[38] M.M. Ranjbar, R. Madandoust, F. Ghane, S. Esapour, M. Karimi, Evaluation of engineering properties of potent self-compacting concrete containing pozzolans. 4^th National concrete Conference of iran, Tehran, (2012) (in Persian).

[39] A. Sadrmomtazi, M.A. Ahmadi Rad, H. Rostami Atigh, Evaluation of flexural compressive strength and modulus of elasticity of SCC self-compacting concrete containing rice paddy husk ash. National congress of self-compacting concrete(NCSCC), Kerman, (2011) (in Persian).

[40] O. Farshadfar, K. Behfarnia, D. Mostofinejad, Investigation of the effect of pozzolan types on mechanical properties of fiber self-compacting concrete. 6th National Congress of Civil Engineering, Semnan, (2011) (in Persian).

[41] A. Askari, M.R. Sohrabi, Y. Rahmani, M. Mehravaran, The effect of nanosilica on the mechanical properties of self-compacting concrete containing fly ash. 6th National Congress of Civil Engineering, Semnan, (2011) (in Persian).

[42] E. Güneyisi, M. Gesoglu, E. Özbay, Evaluating and forecasting the initial and final setting times of self-compacting concretes containing mineral admixtures by neural network. Materials and structures, 42(4) (2009) 469-484.

[43] L. Smith, R. German, M. Smith, A neural network approach for solution of the inverse problem for selection of powder metallurgy materials. Journal of Materials processing technology, 120(1-3) (2002) 419-425.

[44] S. Lek, M. Delacoste, Ph. Baran, L. Lauga, S. Aulagnier,  Application of neural networks to modelling nonlinear relationships in ecology. Ecological modelling, 90(1) (1996) 39-52.