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Original Articles

Prediction of scour depth at piers with debris accumulation effects using linear genetic programming

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Pages 468-479 | Received 04 Jan 2019, Accepted 13 Feb 2019, Published online: 11 May 2019

Keep up to date with the latest research on this topic with citation updates for this article.

Read on this site (5)

C. Kayadelen, G. Altay, S. Önal & Y. Önal. (2022) Sequential minimal optimization for local scour around bridge piers. Marine Georesources & Geotechnology 40:4, pages 462-472.
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Kourosh Qaderi, Fahime Javadi, Mohamad Reza Madadi & Mohammad Mehdi Ahmadi. (2021) A comparative study of solo and hybrid data driven models for predicting bridge pier scour depth. Marine Georesources & Geotechnology 39:5, pages 589-599.
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Mehrshad Samadi, Mohammad Hadi Afshar, Ebrahim Jabbari & Hamed Sarkardeh. (2021) Prediction of current-induced scour depth around pile groups using MARS, CART, and ANN approaches. Marine Georesources & Geotechnology 39:5, pages 577-588.
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Ebrahim Rahimi, Kourosh Qaderi, Majid Rahimpour, Mohammad Mehdi Ahmadi & Mohamad Reza Madadi. (2021) Scour at side by side pier and abutment with debris accumulation. Marine Georesources & Geotechnology 39:4, pages 459-470.
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Iman Ahmadianfar, Mehdi Jamei & Xuefeng Chu. (2021) Prediction of local scour around circular piles under waves using a novel artificial intelligence approach. Marine Georesources & Geotechnology 39:1, pages 44-55.
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Articles from other publishers (22)

Faezeh Zanganeh-Inaloo, Hossein Hamidifar & Giuseppe Oliveto. (2023) Local Scour Around Riprap-Protected Bridge Piers with Debris Accumulation. Iranian Journal of Science and Technology, Transactions of Civil Engineering 47:4, pages 2393-2408.
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Wenjun Zhang, Colin D. Rennie & Ioan Nistor. (2023) A new model developed by multigene genetic programming for the temporal evolution of bridge pier scour. Canadian Journal of Civil Engineering 50:7, pages 549-559.
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Lalit Kumar & Mohammad Saud Afzal. (2023) Estimating pier scour depth under combined waves and current using boosting machine-learning models. Acta Geophysica.
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Guoji Xu, Chengjie Ji, Yong Xu, Enbo Yu, Zhiyang Cao, Qinghong Wu, Pengzhi Lin & Jinsheng Wang. (2023) Machine learning in coastal bridge hydrodynamics: A state-of-the-art review. Applied Ocean Research 134, pages 103511.
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Mehdi Jamei, Nadjem Bailek, Kada Bouchouicha, Muhammed A. Hassan, Ahmed Elbeltagi, Alban Kuriqi, Nadhir Al-Ansar, Javier Almorox & El-Sayed M. El-kenawy. (2023) Data-Driven Models for Predicting Solar Radiation in Semi-Arid Regions. Computers, Materials & Continua 74:1, pages 1625-1640.
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Mehdi Jamei, Ahmed Salih Mohammed, Iman Ahmadianfar, Mohanad Muayad Sabri Sabri, Masoud Karbasi & Mahdi Hasanipanah. (2022) Predicting Rock Brittleness Using a Robust Evolutionary Programming Paradigm and Regression-Based Feature Selection Model. Applied Sciences 12:14, pages 7101.
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Ahmed Elbeltagi, Roquia Salam, Subodh Chandra Pal, Bilel Zerouali, Shamsuddin Shahid, Javed Mallick, Md. Saiful Islam & Abu Reza Md. Towfiqul Islam. (2022) Groundwater level estimation in northern region of Bangladesh using hybrid locally weighted linear regression and Gaussian process regression modeling. Theoretical and Applied Climatology 149:1-2, pages 131-151.
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Manish Pandey, Mehdi Jamei, Iman Ahmadianfar, Masoud Karbasi, A.S. Lodhi & Xuefeng Chu. (2022) Assessment of scouring around spur dike in cohesive sediment mixtures: A comparative study on three rigorous machine learning models. Journal of Hydrology 606, pages 127330.
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Hossein Hamidifar, Damoon Mohammad Ali Nezhadian & Iacopo Carnacina. (2022) Experimental study of debris-induced scour around a slotted bridge pier. Acta Geophysica 70:5, pages 2325-2339.
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Paul J Vardanega, Gianna Gavriel & Maria Pregnolato. (2021) Assessing the suitability of bridge-scour-monitoring devices. Proceedings of the Institution of Civil Engineers - Forensic Engineering 174:4, pages 105-117.
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Mehdi Jamei, Mahdi Hasanipanah, Masoud Karbasi, Iman Ahmadianfar & Somaye Taherifar. (2021) Prediction of flyrock induced by mine blasting using a novel kernel-based extreme learning machine. Journal of Rock Mechanics and Geotechnical Engineering 13:6, pages 1438-1451.
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Manish PandeyMehdi JameiMasoud Karbasi, Iman AhmadianfarXuefeng Chu. (2021) Prediction of Maximum Scour Depth near Spur Dikes in Uniform Bed Sediment Using Stacked Generalization Ensemble Tree-Based Frameworks. Journal of Irrigation and Drainage Engineering 147:11.
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Masoud Karbasi, Mehdi Jamei, Iman Ahmadianfar & Amin Asadi. (2021) Toward the accurate estimation of elliptical side orifice discharge coefficient applying two rigorous kernel-based data-intelligence paradigms. Scientific Reports 11:1.
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Rashid Pourrajab, Iman Ahmadianfar, Mehdi Jamei & Mohammad Behbahani. (2020) A meticulous intelligent approach to predict thermal conductivity ratio of hybrid nanofluids for heat transfer applications. Journal of Thermal Analysis and Calorimetry 146:2, pages 611-628.
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Mehdi Jamei, Ismail Adewale Olumegbon, Masoud Karbasi, Iman Ahmadianfar, Amin Asadi & Mehdi Mosharaf-Dehkordi. (2021) On the Thermal Conductivity Assessment of Oil-Based Hybrid Nanofluids using Extended Kalman Filter integrated with feed-forward neural network. International Journal of Heat and Mass Transfer 172, pages 121159.
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Issam Rehamnia, Bachir Benlaoukli, Mehdi Jamei, Masoud Karbasi & Anurag Malik. (2021) Simulation of seepage flow through embankment dam by using a novel extended Kalman filter based neural network paradigm: Case study of Fontaine Gazelles Dam, Algeria. Measurement 176, pages 109219.
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Mehdi Jamei, Iman Ahmadianfar, Ismail Adewale Olumegbon, Amin Asadi, Masoud Karbasi, Zafar Said, Mohsen Sharifpur & Josua P. Meyer. (2021) On the specific heat capacity estimation of metal oxide-based nanofluid for energy perspective – A comprehensive assessment of data analysis techniques. International Communications in Heat and Mass Transfer 123, pages 105217.
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Mohammad Najafzadeh & Giuseppe Oliveto. (2021) More reliable predictions of clear-water scour depth at pile groups by robust artificial intelligence techniques while preserving physical consistency. Soft Computing 25:7, pages 5723-5746.
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Mingcheng Zhu, Shouqian Li, Xianglong Wei & Peng Wang. (2021) Prediction and Stability Assessment of Soft Foundation Settlement of the Fishbone-Shaped Dike Near the Estuary of the Yangtze River Using Machine Learning Methods. Sustainability 13:7, pages 3744.
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Mehdi Jamei, Iman Ahmadianfar, Xuefeng Chu & Zaher Mundher Yaseen. (2021) Estimation of triangular side orifice discharge coefficient under a free flow condition using data-driven models. Flow Measurement and Instrumentation 77, pages 101878.
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Mehdi Jamei, Iman Ahmadianfar, Ismail Adewale Olumegbon, Masoud Karbasi & Amin Asadi. (2021) On the assessment of specific heat capacity of nanofluids for solar energy applications: Application of Gaussian process regression (GPR) approach. Journal of Energy Storage 33, pages 102067.
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Mohammad Ehteram, Ali Najah Ahmed, Lloyd Ling, Chow Ming Fai, Sarmad Dashti Latif, Haitham Abdulmohsin Afan, Fatemeh Barzegari Banadkooki & Ahmed El-Shafie. (2020) Pipeline Scour Rates Prediction-Based Model Utilizing a Multilayer Perceptron-Colliding Body Algorithm. Water 12:3, pages 902.
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