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Discussion of “A Data-Driven Influential Factor Analysis Method for Fly Ash–Based Geopolymer Using Optimized Machine-Learning Algorithms”

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Publication: Journal of Materials in Civil Engineering
Volume 35, Issue 10

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References

Bhoria, S., P. Sihag, B. Singh, I. Ebtehaj, and H. Bonakdari. 2021. “Evaluating Parshall flume aeration with experimental observations and advance soft computing techniques.” Neural Comput. Appl. 33 (24): 17257–17271. https://doi.org/10.1007/s00521-021-06316-9.
Ghorbani, B., A. Arulrajah, G. Narsilio, and S. Horpibulsuk. 2020. “Experimental investigation and modelling the deformation properties of demolition wastes subjected to freeze–thaw cycles using ANN and SVR.” Constr. Build. Mater. 258 (Oct): 119688. https://doi.org/10.1016/j.conbuildmat.2020.119688.
Pandhiani, S. M., P. Sihag, A. B. Shabri, B. Singh, and Q. B. Pham. 2020. “Time-series prediction of streamflows of Malaysian rivers using data-driven techniques.” J. Irrig. Drain. Eng. 146 (7): 04020013. https://doi.org/10.1061/(ASCE)IR.1943-4774.0001463.
Sihag, P., F. Esmaeilbeiki, B. Singh, and S. M. Pandhiani. 2020. “Model-based soil temperature estimation using climatic parameters: The case of Azerbaijan Province, Iran.” Geol. Ecol. Landscapes 4 (3): 203–215. https://doi.org/10.1080/24749508.2019.1610841.
Singh, B., I. Ebtehaj, P. Sihag, and H. Bonakdari. 2022a. “An expert system for predicting the infiltration characteristics.” Water Supply 22 (3): 2847–2862. https://doi.org/10.2166/ws.2021.430.
Singh, T., B. Singh, S. Bansal, and K. Saggu. 2022b. “Prediction of ultrasonic pulse velocity of concrete.” In Applications of computational intelligence in concrete technology, 235–251. Boca Raton, FL: CRC Press.

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Go to Journal of Materials in Civil Engineering
Journal of Materials in Civil Engineering
Volume 35Issue 10October 2023

History

Received: Oct 5, 2022
Accepted: Dec 16, 2022
Published online: Jul 19, 2023
Published in print: Oct 1, 2023
Discussion open until: Dec 19, 2023

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Parveen Sihag
Assistant Professor, Dept. of Civil Engineering, Chandigarh Univ., Mohali, Punjab 140413, India.
Balraj Singh, S.M.ASCE [email protected]
Assistant Professor, Dept. of Civil Engineering, Panipat Institute of Engineering and Technology, Samalkha, Haryana 132101, India (corresponding author). Email: [email protected]

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