Taha Bakhshpoori
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Date of birth
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Position
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Assistant Professor
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Program area
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Phone
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+98 (13) 4268-8447 Fax: +98 (13) 4268-8447
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E-mail
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tbakhshpoori AT guilan.ac.ir
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Department
Ph.D.
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Iran University of Science and Technology |
Tehran,Iran
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2015
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M.Sc.
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Iran University of Science and Technology
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Tehran, Iran
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2011
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B.Sc.
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Guilan University
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Rasht, Iran
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2009
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Professional Background
Assistant Professor
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2015- ...
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Civil Engineering Department, Guilan University
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Research Interests
• Metaheuristics, Artificial intelligence, Soft Computing based techniques, and Machine Learning algorithms and their applications to civil engineering problems
• Model Updating, Metamodelling
• Reliability, robust, and risk-based design optimization
Books
- Metaheuristics: Outlines, MATLAB Codes and Examples, Springer, 2019
Refereed Journals
- E Afshari, F Mossaiby, T Bakhshpoori, " On the application of peridynamics to crack detection in membranes using an upgraded metaheuristic." Mechanica. 2022, 1-15.
- T Bakhshpoori, AA Abadi, A Cheraghi, M Farhadmanesh, " Performance-Based Seismic Design Optimization of Steel MRFs Under System and Component Constraints Using the IWSA Algorithm." Iranian Journal of Science and Technology, Transactions of Civil Engineering. 2022, 1-20.
- T Bakhshpoori, M Masoum Nejad, "Performance evaluation of U-shaped metallic-yielding damper in RC frames irregular in elevation." Modares Civil Engineering journal. 2022, 22(2), 50-75.
- E Afshari, F Mossaiby, T Bakhshpoori, "Truss layout and size optimization considering dynamic constraints uisng water evaporation optimization algorithm." IJOCE. 2022, 12 (1), 125-142.
- A Kaveh., KB Hamedani, SM Hosseini, T Bakhshpoori, "Optimal design of planar steel frame structures utilizing meta-heuristic optimization algorithms." Structures. 2020, 25, 335-346.
- A Kaveh., KB Hamedani, T Bakhshpoori, "Optimal design of reinforced concrete cantilever retaining walls utilizing eleven meta-heuristic algorithms: a comparative study." Periodica Polytechnica Civil Engineering, 2020, 64(1), 156-168.
- D Pourrostam, SY Mousavi, T Bakhshpoori, K Shabrang, "Modeling the compressive strength of concrete made with expanded perlite powder." International Journal of Optimization in Civil Engineering, 10(2), 2020, 201-215.
- M. FakhariNia, T. Bakhshpoori, S. Pourzeynal, "The effect of lead rubber bearing sceismic isolator on progressive collapse potential of steel moment frames", Sharif Journal of Civil Engineering, 6(1.1), 2020, 79-90.
- R Ghiamat, M Madhkhan, T Bakhshpoori. "Cost optimization of segmental precast concrete bridges superstructure using genetic algorithm", Structural Engineering and Mechanics, 2019, 72 (4), 503-512.
- M Barkhori, MA Shayanfar, MA Barkhordari, T Bakhshpoori. "Kriging-Aided Cross-Entropy-Based Adaptive Importance Sampling Using Gaussian Mixture", Iranian Journal of Science and Technology, Transactions of Civil Engineering, 2019, 43; 81–88.
- A Kaveh, T Bakhshpoori, SM Hamze-Ziabari. "Development of predictive models for shear strength of HSC slender beams without web reinforcement using machine-learning based techniques" Scientia Iranica, 2019, 26; (2), 709-725.
- P Kakvan, T Bakhshpoori, S Pourzeynali, "The effect of earthquake aftershocks on the steel buildings with irregular plan", Modares Civil Engineering journal, 2019, 19 (1), 0-0.
- R Ghiamat, M Madhkhan, T Bakhshpoori. "Optimal operators of genetic algorithm in optimizing segmental precast concrete bridges superstructure", International Journal of Optimization in Civil Engineering, 2019, 9 (4), 651-670
- Z. M. Yaseen, M. T. Tran, S. Kim, T. Bakhshpoori, and R. C. Deo. "Shear strength prediction of steel fiber reinforced concrete beam using hybrid intelligence models: a new approach. " Engineering Structures, 2018; 177, 244-255.
- M. Barkhori, M. A. Shayanfar, M. A. Barkhordari, and T. Bakhshpoori. "Kriging-Aided Cross-Entropy-Based Adaptive Importance Sampling Using Gaussian Mixture. "Iranian Journal of Science and Technology, Transactions of Civil Engineering, 1-8.
- A Kaveh, T Bakhshpoori, SM Hamze-Ziabari, "GMDH-based prediction of shear strength of FRP-RC beams with and without stirrups" Computers and Concrete, 2018; 22(2): 197-207.
- A. Kaveh, A. Dadras, and T. Bakhshpoori. "Improved thermal exchange optimization algorithm for optimal design of skeletal structures." Smart Structures and Systems, 2018: 21(3): 263-278.
- Hamze-Ziabari, S. M., and T. Bakhshpoori. "Improving the prediction of ground motion parameters based on an efficient bagging ensemble model of M5′ and CART algorithms." Applied Soft Computing, 2018; 68: 147-161.
- A Kaveh, T Bakhshpoori, SM Hamze-Ziabari, ''M5'and Mars Based Prediction Models for Properties of Self-Compacting Concrete Containing Fly Ash'', Periodica Polytechnica Civil Engineering, 2018, Accepted, (DOI: 10.3311/PPci.10799)
- A Kaveh, T Bakhshpoori, SM Hamze-Ziabari, ''Development of predictive models for shear strength of HSC slender beams without web reinforcement using machine-learning based techniques'', Scientia Iranica ,2017, Accepted, (DOI: 10.24200/SCI.2017.4509)
- A Kaveh, T Bakhshpoori, SM Hamze-Ziabari, ''Patient rule-induction method for liquefaction potential assessment based on CPT data'', Bulletin of Engineering Geology and the Environment, 2017, Accepted, (DOI: 10.1007/s10064-016-0990-3)
- A Kaveh, SM Hamze-Ziabari, T Bakhshpoori, ''Estimating drying shrinkage of concrete using a multivariate adaptive regression splines approach'', International Journal of Optimization in Civil Engineering. 2018; 8 (2): 181-194.
- A Kaveh, SM Hamze-Ziabari, T Bakhshpoori, ''Feasibility of pso-anfis-pso and ga-anfis-ga models in prediction of peak ground acceleration'', International Journal of Optimization in Civil Engineering. 2018; 8 (1):1-14.
- A Kaveh, SM Hamze-Ziabari, T Bakhshpoori, ''Soft computing-based slope stability assessment: A comparative study'', Geomechanics and Engineering, 2018, 14 (3) 257-2697.
- A Kaveh, T Bakhshpoori, SM Hamze-Ziabari, ''New Model Derivation for the Bond Behavior of NSM FRP Systems in Concrete'', Iranian Journal of Science and Technology, Transactions of Civil Engineering, 2017, 41(3): 249-262.
- A Kaveh, SM Hamze-Ziabari, T Bakhshpoori, ''M5'Algorithm for Shear Strength Prediction of HSC Slender Beams without Web Reinforcement'', International Journal of Modeling and Optimization, 2017, 7 (1), 48
- A Kaveh, T Bakhshpoori ''An accelerated water evaporation optimization formulation for discrete optimization of skeletal structures'', Computers & Structures, 2016, 177, 218-228.
- A Kaveh, T Bakhshpoori. ''An efficient multi-objective cuckoo search algorithm for design optimization''. Advances in Computational Design, 2016, 1(1): 87-103.
- A Kaveh, T Bakhshpoori. ''A new metaheuristic for continuous structural optimization: Water evaporation optimization''. Structural Multidisciplinary Optimization, 2016, 00: 1-23.
- A Kaveh, T Bakhshpoori. ''Water Evaporation Optimization: A novel physically inspired optimization algorithm''. Computers and Structures, 2016, 167: 69-85.
- A Kaveh, T Bakhshpoori, SM Hamze-Ziabari. ''Derivation of New Equations for Prediction of Principal Ground-Motion Parameters using M5' Algorithm''. Journal of Earthquake Engineering, 2016, 00: 1-21.
- A Kaveh, T Bakhshpoori, E. Afshari. ''Hybrid PSO and SSO algorithm for truss layout and size optimization considering dynamic constraints''. Structural Engineering and Mechanics, 2015, 54(3): 453-474.
- A. Kaveh, T Bakhshpoori. ''Subspace search mechanism and cuckoo search algorithm for size optimization of space trusses''. Steel and Composite Structures, 2015, 18(2): 289-303.
- A Kaveh, T Bakhshpoori, M Azimi. ''Seismic optimal design of 3D steel frames using cuckoo search algorithm''. Tall and Special Buildings, 2015, 24(3): 210-227.
- A Kaveh, T Bakhshpoori, M Barkhori. ''Optimum design of multi-span composite box girder bridges using Cuckoo Search algorithm''. Steel and Composite Structures, 2014, 17(5): 705-719.
- A Kaveh, T Bakhshpoori, E Afshari. ''An efficient hybrid Particle Swarm and Swallow Swarm Optimization algorithm''. Computers and Structures, 2014, 143: 40-59.
- M A Shayanfar, M Ashoory, T Bakhshpoori, B. Farhadi. ''Optimization of modal load pattern for pushover analysis of building structures''. Structural Engineering and Mechanics, 2013, 47(1): 119-129.
- A Kaveh, M Ilchi-Ghazaan, T Bakhshpoori. ''An improved ray optimization algorithm for design of truss structures''. Periodica Polytechnic (Civil Engineering), 2013, 57(2): 1-15.
- A Kaveh, T Bakhshpoori, M Kalateh-Ahani. ''Optimum plastic analysis of planar frames using ant colony system and charged system search algorithms''. Scientia Iranica, 2013, 20(3): 414–421.
- A Kaveh, T Bakhshpoori. ''Optimum design of space trusses using cuckoo search algorithm with levy flights''. Iranian Journal of Science and Technology Transaction B- Engineering. 2013, 37(c1):1-15.
- A Kaveh, T Bakhshpoori. ''Optimum design of steel frames using Cuckoo Search algorithm with Lévy flights''. Tall and Special Buildings, 2013, 22(13): 1023-1036.
- A Kaveh, T Bakhshpoori, M Ashoory. ''An efficient optimization procedure based on cuckoo search algorithm for practical design of steel structures''. International Journal of Optimization in Civil Engineering, 2012, 2(1): 1-14.
- A Kaveh, T Bakhshpoori, E Afshary. ''An optimization-based comparative study of double layer grids with two different configurations using cuckoo search algorithm''. International Journal of Optimization in Civil Engineering, 2011, 1(4): 507-520.
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