Earthquake magnitude estimation using an optimized CNN-DNN-GRU model with binary differential evolution and firefly algorithm

Nada Ahmed, Safia Abbas, Yasser Fouad, Ahmed M. Osman, Hazem M. El-Bakry, Ahmed M. Elshewey

Open source

DOI
10.1038/s41598-026-67893-0
Published
2026-08-23
Container
Scientific Reports
Publisher
Springer Science and Business Media LLC
Open access
unknown

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BibTeX

@article{allodium:10.1038/s41598-026-67893-0,
  title = {Earthquake magnitude estimation using an optimized CNN-DNN-GRU model with binary differential evolution and firefly algorithm},
  author = {Nada Ahmed and Safia Abbas and Yasser Fouad and Ahmed M. Osman and Hazem M. El-Bakry and Ahmed M. Elshewey},
  year = {2026},
  journal = {Scientific Reports},
  doi = {10.1038/s41598-026-67893-0},
  url = {https://doi.org/10.1038/s41598-026-67893-0}
}

RIS

TY  - JOUR
TI  - Earthquake magnitude estimation using an optimized CNN-DNN-GRU model with binary differential evolution and firefly algorithm
AU  - Nada Ahmed
AU  - Safia Abbas
AU  - Yasser Fouad
AU  - Ahmed M. Osman
AU  - Hazem M. El-Bakry
AU  - Ahmed M. Elshewey
PY  - 2026
JO  - Scientific Reports
DO  - 10.1038/s41598-026-67893-0
UR  - https://doi.org/10.1038/s41598-026-67893-0
ER  - 

APA

Ahmed, N., Abbas, S., Fouad, Y., Osman, A. M., El-Bakry, H. M., & Elshewey, A. M. (2026). Earthquake magnitude estimation using an optimized CNN-DNN-GRU model with binary differential evolution and firefly algorithm. Scientific Reports. https://doi.org/10.1038/s41598-026-67893-0

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