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Le, Quang-Huy / Nguyen, Duy-Hung / Sang-To, Thanh / Khatir, Samir / Le-Minh, Hoang / Gandomi, Amir H. / Cuong-Le, Thanh (2024): Machine learning based models for predicting compressive strength of geopolymer concrete. In: Frontiers of Structural and Civil Engineering, v. 18, n. 7 (July 2024).
https://doi.org/10.1007/s11709-024-1039-5
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Khademi, Pooria / Mousavi, Mohsen / Dackermann, Ulrike / Gandomi, Amir H. (2024): Enhancing load prediction for structures with concrete overlay using transfer learning of time–frequency feature-based deep models. In: Engineering Structures, v. 305 (April 2024).
https://doi.org/10.1016/j.engstruct.2024.117734
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Goodarzimehr, Vahid / Talatahari, Siamak / Shojaee, Saeed / Gandomi, Amir H. (2024): Computer-aided dynamic structural optimization using an advanced swarm algorithm. In: Engineering Structures, v. 300 (February 2024).
https://doi.org/10.1016/j.engstruct.2023.117174
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Minh, Hoang-Le / Sang-To, Thanh / Khatir, Samir / Abdel Wahab, Magd / Gandomi, Amir H. / Cuong-Le, Thanh (2023): Augmented deep neural network architecture for assessing damage severity in 3D concrete buildings under temperature fluctuations based on K-means optimization. In: Structures, v. 57 (November 2023).
https://doi.org/10.1016/j.istruc.2023.105278
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Laskar, Jahir Iqbal / Kanti Sen, Mrinal / Dutta, Subhrajit / Gandomi, Amir H. / Tewari, Sujit (2023): An approach for data-driven time-varying flood resilience quantification of housing infrastructure system. In: Sustainable and Resilient Infrastructure, v. 9, n. 2 (October 2023).
https://doi.org/10.1080/23789689.2023.2246336
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Hajikarimi, Pouria / Ehsani, Mehrdad / Nejad, Fereidoon Moghadas / Gandomi, Amir H. (2023): Formulation of Constitutive Viscoelastic Properties of Modified Bitumen Mastic Using Genetic Programming. In: Journal of Engineering Mechanics (ASCE), v. 149, n. 11 (November 2023).
https://doi.org/10.1061/jenmdt.emeng-6949
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Khodadadi, Nima / Talatahari, Siamak / Gandomi, Amir H. (2024): ANNA: Advanced neural network algorithm for optimization of structures. In: Proceedings of the Institution of Civil Engineers - Structures and Buildings, v. 177, n. 6 (June 2024).
https://doi.org/10.1680/jstbu.22.00083
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Farzinpour, Alireza / Mohammadi Dehcheshmeh, Esmaeil / Broujerdian, Vahid / Nasr Esfahani, Samira / Gandomi, Amir H. (2023): Efficient boosting-based algorithms for shear strength prediction of squat RC walls. In: Case Studies in Construction Materials, v. 18 (July 2023).
https://doi.org/10.1016/j.cscm.2023.e01928
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Sadeghi, Faraz / Mousavi, Mohsen / Zhu, Xinqun / Rashidi, Maria / Samali, Bijan / Gandomi, Amir H. (2023): Damage Detection of Composite Beams via Variational Mode Decomposition of Shear-Slip Data. In: Journal of Structural Engineering (ASCE), v. 149, n. 1 (January 2023).
https://doi.org/10.1061/jsendh.steng-11309
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Mousavi, Mohsen / Gandomi, Amir H. / Abdel Wahab, Magd / Glisic, Branko (2022): Monitoring onsite‐temperature prediction error for condition monitoring of civil infrastructures. In: Structural Control and Health Monitoring, v. 29, n. 12 (5 October 2022).
https://doi.org/10.1002/stc.3112
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Taghipour Anvari, Ataollah / Babanajad, Saeed / Gandomi, Amir H. (2023): Data-Driven Prediction Models For Total Shear Strength of Reinforced Concrete Beams With Fiber Reinforced Polymers Using An Evolutionary Machine Learning Approach. In: Engineering Structures, v. 276 (February 2023).
https://doi.org/10.1016/j.engstruct.2022.115292
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Hassani, Sahar / Mousavi, Mohsen / Gandomi, Amir H. (2022): A Hilbert transform sensitivity-based model-updating method for damage detection of structures with closely-spaced eigenvalues. In: Engineering Structures, v. 268 (October 2022).
https://doi.org/10.1016/j.engstruct.2022.114761
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Hosseini, Alireza Sadat / Hajikarimi, Pouria / Gandomi, Mostafa / Nejad, Fereidoon Moghadas / Gandomi, Amir H. (2021): Genetic programming to formulate viscoelastic behavior of modified asphalt binder. In: Construction and Building Materials, v. 286 (June 2021).
https://doi.org/10.1016/j.conbuildmat.2021.122954
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Mousavi, Mohsen / Gandomi, Amir H. / Holloway, Damien / Berry, Adam / Chen, Fang (2022): Machine learning analysis of features extracted from time–frequency domain of ultrasonic testing results for wood material assessment. In: Construction and Building Materials, v. 342 (August 2022).
https://doi.org/10.1016/j.conbuildmat.2022.127761
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Hassani, Sahar / Mousavi, Mohsen / Gandomi, Amir H. (2022): Damage detection of composite laminate structures using VMD of FRF contaminated by high percentage of noise. In: Composite Structures, v. 286 (April 2022).
https://doi.org/10.1016/j.compstruct.2022.115243
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Ho, Long Viet / Nguyen, Duong Huong / Mousavi, Mohsen / De Roeck, Guido / Bui-Tien, Thanh / Gandomi, Amir H. / Abdel Wahab, Magd (2021): A hybrid computational intelligence approach for structural damage detection using marine predator algorithm and feedforward neural networks. In: Computers & Structures, v. 252 (August 2021).
https://doi.org/10.1016/j.compstruc.2021.106568
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Kanti Sen, Mrinal / Dutta, Subhrajit / Gandomi, Amir H. / Putcha, Chandrasekhar (2021): Case Study for Quantifying Flood Resilience of Interdependent Building–Roadway Infrastructure Systems. In: ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering, v. 7, n. 2 (June 2021).
https://doi.org/10.1061/ajrua6.0001117
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Gandomi, Amir H. / Alavi, Amir H. (2018): Metaheuristics in Reliability and Risk Analysis. In: ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering, v. 4, n. 3 (September 2018).
https://doi.org/10.1061/ajrua6.0000978
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Dutta, Subhrajit / Gandomi, Amir H. (2020): Bilevel Data-Driven Modeling Framework for High-Dimensional Structural Optimization under Uncertainty Problems. In: Journal of Structural Engineering (ASCE), v. 146, n. 11 (November 2020).
https://doi.org/10.1061/(asce)st.1943-541x.0002795
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Aziminezhad, Mehran / Mardi, Sahand / Hajikarimi, Pouria / Nejad, Fereidoon Moghadas / Gandomi, Amir H. (2020): Loading rate effect on fracture behavior of fiber reinforced high strength concrete using a semi-circular bending test. In: Construction and Building Materials, v. 240 (April 2020).
https://doi.org/10.1016/j.conbuildmat.2019.117681
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Shahrara, Neda / Çelik, Tahir / Gandomi, Amir H. (2017): Gene Expression Programming Approach To Cost Estimation Formulation for Utility Projects. In: Journal of Civil Engineering and Management, v. 23, n. 1 (January 2017).
https://doi.org/10.3846/13923730.2016.1210214
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Gandomi, Amir H. / Alavi, Amir H. (2016): An Introduction of Krill Herd Algorithm for Engineering Optimization. In: Journal of Civil Engineering and Management, v. 22, n. 3 (March 2016).
https://doi.org/10.3846/13923730.2014.897986
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Gandomi, Amir H. / Faramarzifar, Ali / Rezaee, Peyman Ghanad / Asghari, Abazar / Talatahari, Siamak (2015): New Design Equations for Elastic Modulus of Concrete Using Multi Expression Programming. In: Journal of Civil Engineering and Management, v. 21, n. 6 (June 2015).
https://doi.org/10.3846/13923730.2014.893910
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Alavi, Amir H. / Gandomi, Amir H. (2017): Big data in civil engineering. In: Automation in Construction, v. 79 (July 2017).
https://doi.org/10.1016/j.autcon.2016.12.008
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Gandomi, Amir H. / Sajedi, Siavash / Kiani, Behnam / Huang, Qindan (2016): Genetic programming for experimental big data mining: A case study on concrete creep formulation. In: Automation in Construction, v. 70 (October 2016).
https://doi.org/10.1016/j.autcon.2016.06.010
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Gandomi, Amir H. / Alavi, Amir H. / Kazemi, Sadegh / Gandomi, Mostafa (2014): Formulation of shear strength of slender RC beams using gene expression programming, part I: Without shear reinforcement. In: Automation in Construction, v. 42 (June 2014).
https://doi.org/10.1016/j.autcon.2014.02.007
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Asghari, Abazar / Gandomi, Amir H. (2016): Ductility reduction factor and collapse mechanism evaluation of a new steel knee braced frame. In: Structure and Infrastructure Engineering, v. 12, n. 2 (February 2016).
https://doi.org/10.1080/15732479.2015.1009123
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Gandomi, Amir H. / Roke, David A. / Sett, Kallol (2013): Genetic programming for moment capacity modeling of ferrocement members. In: Engineering Structures, v. 57 (December 2013).
https://doi.org/10.1016/j.engstruct.2013.09.022
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Mousavi, Mohsen / Gandomi, Amir H. (2016): A hybrid damage detection method using dynamic-reduction transformation matrix and modal force error. In: Engineering Structures, v. 111 (March 2016).
https://doi.org/10.1016/j.engstruct.2015.12.033
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Aslani, Mohamad / Ghasemi, Parnian / Gandomi, Amir H. (2018): The Constrained mean-variance mapping optimization for truss optimization problems. In: The Structural Design of Tall and Special Buildings, v. 27, n. 6 (25 April 2018).
https://doi.org/10.1002/tal.1449