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Year | Number of Results |
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2021 | 3 |
2022 | 4 |
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Page 1
In-Depth Analysis of Cement-Based Material Incorporating Metakaolin Using Individual and Ensemble Machine Learning Approaches.
Materials (Basel). 2022 Nov 3;15(21):7764. doi: 10.3390/ma15217764.
Materials (Basel). 2022.
PMID: 36363356
Free PMC article.
Modeling of Mechanical Properties of Silica Fume-Based Green Concrete Using Machine Learning Techniques.
Nafees A, Amin MN, Khan K, Nazir K, Ali M, Javed MF, Aslam F, Musarat MA, Vatin NI.
Nafees A, et al.
Polymers (Basel). 2021 Dec 22;14(1):30. doi: 10.3390/polym14010030.
Polymers (Basel). 2021.
PMID: 35012050
Free PMC article.
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Forecasting the Mechanical Properties of Plastic Concrete Employing Experimental Data Using Machine Learning Algorithms: DT, MLPNN, SVM, and RF.
Nafees A, Khan S, Javed MF, Alrowais R, Mohamed AM, Mohamed A, Vatin NI.
Nafees A, et al.
Polymers (Basel). 2022 Apr 13;14(8):1583. doi: 10.3390/polym14081583.
Polymers (Basel). 2022.
PMID: 35458331
Free PMC article.
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New SHapley Additive ExPlanations (SHAP) Approach to Evaluate the Raw Materials Interactions of Steel-Fiber-Reinforced Concrete.
Anjum M, Khan K, Ahmad W, Ahmad A, Amin MN, Nafees A.
Anjum M, et al. Among authors: nafees a.
Materials (Basel). 2022 Sep 9;15(18):6261. doi: 10.3390/ma15186261.
Materials (Basel). 2022.
PMID: 36143573
Free PMC article.
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Application of Ensemble Machine Learning Methods to Estimate the Compressive Strength of Fiber-Reinforced Nano-Silica Modified Concrete.
Anjum M, Khan K, Ahmad W, Ahmad A, Amin MN, Nafees A.
Anjum M, et al. Among authors: nafees a.
Polymers (Basel). 2022 Sep 19;14(18):3906. doi: 10.3390/polym14183906.
Polymers (Basel). 2022.
PMID: 36146051
Free PMC article.
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Comparative Study of Supervised Machine Learning Algorithms for Predicting the Compressive Strength of Concrete at High Temperature.
Ahmad A, Ostrowski KA, Maślak M, Farooq F, Mehmood I, Nafees A.
Ahmad A, et al. Among authors: nafees a.
Materials (Basel). 2021 Jul 28;14(15):4222. doi: 10.3390/ma14154222.
Materials (Basel). 2021.
PMID: 34361416
Free PMC article.
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Predictive Modeling of Mechanical Properties of Silica Fume-Based Green Concrete Using Artificial Intelligence Approaches: MLPNN, ANFIS, and GEP.
Nafees A, Javed MF, Khan S, Nazir K, Farooq F, Aslam F, Musarat MA, Vatin NI.
Nafees A, et al.
Materials (Basel). 2021 Dec 8;14(24):7531. doi: 10.3390/ma14247531.
Materials (Basel). 2021.
PMID: 34947124
Free PMC article.
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