Machine learning approaches for real-time prediction of compressive strength in self-compacting concrete (English)
- New search for: Ghani, Sufyan
- New search for: Kumar, Nishant
- New search for: Gupta, Megha
- New search for: Saharan, Sunil
- New search for: Ghani, Sufyan
- New search for: Kumar, Nishant
- New search for: Gupta, Megha
- New search for: Saharan, Sunil
In:
Asian Journal of Civil Engineering
: Building and Housing
;
25
, 3
;
2743-2760
;
2024
- Article (Journal) / Electronic Resource
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Title:Machine learning approaches for real-time prediction of compressive strength in self-compacting concrete
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Additional title:Asian J Civ Eng
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Contributors:Ghani, Sufyan ( author ) / Kumar, Nishant ( author ) / Gupta, Megha ( author ) / Saharan, Sunil ( author )
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Published in:Asian Journal of Civil Engineering : Building and Housing ; 25, 3 ; 2743-2760
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Publisher:
- New search for: Springer International Publishing
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Place of publication:Cham
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Publication date:2024-04-01
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Size:18 pages
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ISSN:
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DOI:
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Type of media:Article (Journal)
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Type of material:Electronic Resource
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Language:English
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Keywords:
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Source:
Table of contents – Volume 25, Issue 3
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 2355
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Investigation of structures’ seismic behavior when using the “pendulum column” as an isolatorAzizi, Abdallah / Barghian, Majid / Hadidi, Ali / Yaghmaei-Sabegh, Saman et al. | 2024
- 2367
-
Machine learning in seismic structural design: an exploration of ANN and tabu-search optimizationAl Yamani, Walaa Hussein / Bisharah, Majdi / Alumany, Huthaifa Hussein / Al Mohammadin, Nour Abedalaziz et al. | 2024
- 2379
-
Data-driven approach to predict the fundamental period of steel-braced RC frames using stacked generalization machine learning modelsRahman, Taimur / Hasan, Md Hasibul / Momin, Md. Farhad / Zheng, Pengfei et al. | 2024
- 2399
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Hybrid RNN and metaheuristic approach for modeling and optimization of seismic behavior in thin-walled rectangular hollow bridge piersAlkhawaldeh, Sawsan Mohammad Amin et al. | 2024
- 2415
-
Evaluation and prediction of design-time product structural analysis assistance using XGBoost and Grey Wolf OptimizerAli, Mohamad / Hussein, Mohammad et al. | 2024
- 2431
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Numerical study of metallic dampers’ effect on seismic performance of concrete framesCheraghi, Kambiz / TahamouliRoudsari, Mehrzad / Kiasat, Sasan / Cheraghi, Kaveh et al. | 2024
- 2443
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Characterization and optimization of mechanical properties in design materials using convolutional neural networks and particle swarm optimizationAli, Mohamad / Hussein, Mohammad et al. | 2024
- 2459
-
Enhancing flat slab design: machine learning and metaheuristic approaches to predict punching shear strengthAlkhawaldeh, Sawsan Mohammad Amin et al. | 2024
- 2471
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Experimental and numerical analysis of lateral–torsional buckling behaviour of monosymmetric simply supported beamMathew, Divya B. / Girija, K. / Nazeer, M. / Anagha, N. / Jeyapragasm, Vijaya Vengadesh Kumar et al. | 2024
- 2483
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Prognosis of flow of fly ash and blast furnace slag-based concrete: leveraging advanced machine learning algorithmsKumar, Rahul / Rathore, Ayush / Singh, Rajwinder / Mir, Ajaz Ahmad / Tipu, Rupesh Kumar / Patel, Mahesh et al. | 2024
- 2499
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Waste heat recovery, efficient lighting, and proper insulation: a comprehensive study of energy consumption and savings in the residential sectorMomeni, Saeed / Kooban, Farhad / Alipouri Niaz, Saman / Niyafard, Sahel / Soleimani, Alireza et al. | 2024
- 2509
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Predicting shear capacity of rectangular hollow RC columns using neural networksNguyen, Xuan-Bang / Tran, Viet-Linh / Phan, Huy-Thien / Nguyen, Duy-Duan et al. | 2024
- 2521
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Finite element analysis of cold-formed steel stud wall subjected to blast load and validated using artificial neural network combined with response surface methodSubramanian, S. A. Vengadesh / Umamaheswari, N. et al. | 2024
- 2541
-
Numerical modeling of gravity retaining wall using EPS geofoam under seismic conditionMustafa, Rashid et al. | 2024
- 2553
-
Machine learning-based stability assessment of unlined circular tunnels under surcharge loadingKashyap, Rishabh / Chauhan, Vinay Bhushan / Kumar, Anish / Jaiswal, Sagar et al. | 2024
- 2567
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Bayesian networks modelling for predicting compressive strength and slump flow of self-compacting concreteAbdi, Khalil / Kebaili, Nabil / Djouhri, Mohamed et al. | 2024
- 2579
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Investigation on the behaviour and performance of replaceable inverted-Y dissipation device in eccentric braced frame steel structuresPratiwi, Naomi / Moestopo, Muslinang / Kusumastuti, Dyah / Suarjana, Made et al. | 2024
- 2587
-
Analysis of steel beam column connection under cyclic loading with reduced web opening type fusesVesmawala, Gaurang / Mehta, Rudradatta et al. | 2024
- 2599
-
Predictive analysis of foam concrete compressive strength: a comparative study of OLS and SVR with K-fold validationReddy, Y. Sivananda / Sekar, Anandh / Nachiar, S. Sindhu et al. | 2024
- 2609
-
Comparative study on design of earth retaining structures for bridgesPujari, A. B. / Patil, S. K. / Malpekar, M. Shafi K. et al. | 2024
- 2623
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Predictive analysis of recycled concrete properties at elevated temperatures using M5 pruned rule classifiersSrivastav, Adarsh / Sahu, Anasuya / Kumar, Sanjay / Srivastava, A. K. L. et al. | 2024
- 2641
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Overview of the punching capacity of the flat slab under reversed cyclic loading and methods of improvementFawzy, Khaled / Mahmoud, Hilal Abdel Kader / Selim, Mohamed / Kotb, Khaled Fawzy et al. | 2024
- 2653
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Designing adaptive smart buildings: an RNN and Migrating Birds Optimization approach for occupancy predictionAbid, Mohammed Talib / Abu-shaikha, Ma’in / Al-Bdour, Hamza / Alkhadrawi, Sajeda et al. | 2024
- 2665
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Evaluation and prediction of time overruns in Jordanian construction projects using coral reefs optimization and deep learning methodsShihadeh, Jumana / Al-Shaibie, Ghyda / Bisharah, Majdi / Alshami, Dania / Alkhadrawi, Sajeda / Al-Bdour, Hamza et al. | 2024
- 2679
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Study on the mechanical properties of GGBS-based geopolymer concrete with steel fiber by cluster and regression analysisParashar, Arun Kumar / Kumar, Ajay / Singh, Prakash / Gupta, Nakul et al. | 2024
- 2687
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Reliability of artificial neural networks in predicting shear strength of reinforced concrete beamsHasan, Md. Abul / Islam, Md. Bashirul / Hossain, Md. Nour et al. | 2024
- 2705
-
Length and width of low-light, concrete hairline crack detection and measurement using image processing methodJayanthi, N. / Ghosh, Tanima / Meena, Rahul Kumar / Verma, Manvendra et al. | 2024
- 2715
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A hybrid approach to water potability prediction: leveraging artificial fish swarm algorithm and convolutional neural networksAlhndawi, Abdalrahman H. Y. / Alshorman, Haneen / Alkhadrawi, Sajeda et al. | 2024
- 2729
-
Improved data-driven models for estimating shear capacity of squat rectangular reinforced concrete wallsNguyen, Trong-Ha / Nguyen, Duy-Duan et al. | 2024
- 2743
-
Machine learning approaches for real-time prediction of compressive strength in self-compacting concreteGhani, Sufyan / Kumar, Nishant / Gupta, Megha / Saharan, Sunil et al. | 2024
- 2761
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Experimental and numerical investigation on the behavior of reinforced concrete walls strengthened by steel membersEdlebi, Ghida / Masri, Adnan / Baalbaki, Oussama / Wehbi, Nour et al. | 2024
- 2775
-
Effect of backstay on tower–podium type of structuresPujari, Atul B. / Dongare, Avinash Ashok et al. | 2024
- 2787
-
Pre-fabricated multi-storey steel structure exposure to engineering seismicityPujari, Atul B. / Momin, Armash et al. | 2024
- 2801
-
Optimum design of cable-stayed bridges considering cable loss scenariosAhmed, Ahmed Ramadan / Yermoshin, N. A. et al. | 2024
- 2811
-
Investigation of mechanical behavior of mortar using slag as partial replacement of sand based on experimental and machine learning approachesHasan, Md. Abul / Parvin, Fahmida / Islam, Md. Bashirul / Hossain, Md. Nour et al. | 2024
- 2823
-
Studying the effects of shear studs on the punching shear resistance of thin flat slabs with edge column connections and openingsMohammed, Hanaa G. / Elezz, A. E. Y. Abou / Fahmy, Naglaa G. / el-Hafez, L. M. Abd et al. | 2024
- 2843
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Enhancing seismic vulnerability assessment: a neural network effort for efficient prediction of multi-storey reinforced concrete building displacementShrestha, Niraj / Gupta, Megha / Ghani, Sufyan / Kushwaha, Sunayana et al. | 2024
- 2867
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ANN modeling of mechanical properties in high-volume fly ash concrete: multi-objective cost optimization using NSGA-II for sustainable constructionHashmi, A. Fuzail / Ayaz, M. / Bilal, A. / Haq, Moinul / Shariq, M. et al. | 2024
- 2883
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Identification of dune sands used in building by their characteristics and a granular model for an arid environmentAbdeldjalil, Mhammed / Bensekhria, Aida / Akacem, Mustapha et al. | 2024
- 2903
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Bending performance of steel beams with circular web openings strengthened with CFRP plates: a numerical studyYoresta, Fengky Satria et al. | 2024
- 2913
-
Cement–nanosilica stabilized fibre-reinforced rammed earth: compressive and flexure behaviourNeha Vivek, A. / Prasanna Kumar, P. / Reddy, Divijendranatha et al. | 2024
- 2929
-
Dynamic analysis of RCC chimneys subjected to near-fault ground motionsGupta, Ashish Kumar / Bhadauria, Sudhir Singh / Rawat, Aruna et al. | 2024
- 2947
-
Optimize the solid waste collection route in construction using the POA algorithmPham, Vu Hong Son / Tran, Thiet Van et al. | 2024
- 2963
-
Silica fume as a supplementary cementitious material in pervious concrete: prediction of compressive strength through a machine learning approachSathiparan, Navaratnarajah / Jeyananthan, Pratheeba / Subramaniam, Daniel Niruban et al. | 2024
- 2979
-
Machine learning-based prediction of concrete strength properties with coconut shell as partial aggregate replacement: A sustainable approach in construction engineeringTipu, Rupesh Kumar / Arora, Rishabh / Kumar, Kaushal et al. | 2024
- 2993
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Probabilistic Seismic Risk Assessment of a reinforced concrete building considering hazard level and the resulting vulnerability using Bayesian Belief NetworkRoy, Geetopriyo / Sen, Mrinal Kanti / Singh, Abhilash / Dutta, Subhrajit / Choudhury, Satyabrata et al. | 2024
- 3011
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Influence of nylon fiber on the response of carbon fiber reinforced polymer (CFRP)-retrofitted RC frame under cyclic loadMutsuddy, Rupak / Das, Soumya Suhreed / Majumder, Sanjima Nabila et al. | 2024
- 3025
-
Effects of PVC and CFRP on confinement of reinforced concrete columns under eccentric loadAbed, Huda Saad / Saeed, Haitham H. et al. | 2024
- 3035
-
Assessing the causes of claims in highway construction projects with a case study: a construction practitioner’s perspectiveGhosh, Bittu / Karmakar, Somnath et al. | 2024
- 3049
-
Reliability assessment of circular steel arches with elastic restraints using hybrid ANN-MCS techniqueNguyen, Sy-Minh / Nguyen, Duy-Duan / Tran, Ngoc-Long / Phan, Xuan-Thuc / Hieu-Nguyen, Xuan / Nguyen, Trong-Ha et al. | 2024