Hyperparameter-optimized deep learning for next-day pH forecasting in distributed water quality monitoring systems.
- DOI
- 10.1038/s41598-026-62977-3
- Published
- 2026 Aug 1
- Container
- Scientific reports
- Publisher
- Not recorded
- Open access
- yes
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Cite this work
BibTeX
@article{allodium:10.1038/s41598-026-62977-3,
title = {Hyperparameter-optimized deep learning for next-day pH forecasting in distributed water quality monitoring systems.},
author = {Kenawy ES and El-Mashad SY and Mattar EA and Alharbi AH and Radwan M},
year = {2026},
journal = {Scientific reports},
doi = {10.1038/s41598-026-62977-3},
url = {https://doi.org/10.1038/s41598-026-62977-3}
}RIS
TY - JOUR TI - Hyperparameter-optimized deep learning for next-day pH forecasting in distributed water quality monitoring systems. AU - Kenawy ES AU - El-Mashad SY AU - Mattar EA AU - Alharbi AH AU - Radwan M PY - 2026 JO - Scientific reports DO - 10.1038/s41598-026-62977-3 UR - https://doi.org/10.1038/s41598-026-62977-3 ER -
APA
ES, K., SY, E., EA, M., AH, A., & M, R. (2026). Hyperparameter-optimized deep learning for next-day pH forecasting in distributed water quality monitoring systems.. Scientific reports. https://doi.org/10.1038/s41598-026-62977-3
Source records
- pubmed · retrieved 2026-09-26T15:42:55.860Z