Predictive modeling of strength characteristics of sustainable concrete using artificial neural networks with luffa fiber and marble dust.

Anandaraj S, Shaniya S, Swaminathan S, Suganya S, Sindhu Priya G, Balaji L, Dhanalakshmi A, Gebreyohannes DT

Open source

DOI
10.1038/s41598-026-58487-x
Published
2026 Jun 22
Container
Scientific reports
Publisher
Not recorded
Open access
yes

Credibility signals

limited evidence Score 45/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

Cite this work

BibTeX

@article{allodium:10.1038/s41598-026-58487-x,
  title = {Predictive modeling of strength characteristics of sustainable concrete using artificial neural networks with luffa fiber and marble dust.},
  author = {Anandaraj S and Shaniya S and Swaminathan S and Suganya S and Sindhu Priya G and Balaji L and Dhanalakshmi A and Gebreyohannes DT},
  year = {2026},
  journal = {Scientific reports},
  doi = {10.1038/s41598-026-58487-x},
  url = {https://doi.org/10.1038/s41598-026-58487-x}
}

RIS

TY  - JOUR
TI  - Predictive modeling of strength characteristics of sustainable concrete using artificial neural networks with luffa fiber and marble dust.
AU  - Anandaraj S
AU  - Shaniya S
AU  - Swaminathan S
AU  - Suganya S
AU  - Sindhu Priya G
AU  - Balaji L
AU  - Dhanalakshmi A
AU  - Gebreyohannes DT
PY  - 2026
JO  - Scientific reports
DO  - 10.1038/s41598-026-58487-x
UR  - https://doi.org/10.1038/s41598-026-58487-x
ER  - 

APA

S, A., S, S., S, S., S, S., G, S. P., L, B., A, D., & DT, G. (2026). Predictive modeling of strength characteristics of sustainable concrete using artificial neural networks with luffa fiber and marble dust.. Scientific reports. https://doi.org/10.1038/s41598-026-58487-x

Source records