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Dive into the research topics where Mahmoud Ayyad is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Diffusion-leveraged GAN dehazing driven by classification: a two-stage framework for real-world monitoring imagery
Henein, M. M. R., Ayyad, M., Liu, K. & Temimi, M., Mar 2026, In: Machine Vision and Applications. 37, 2, 27.Research output: Contribution to journal › Article › peer-review
Open Access -
Optimal design parameter discovery for nonlinear energy harvesters using neural optimization machine
Alqaleiby, H., Ayyad, M. & Hajj, M. R., 1 Aug 2025, In: Applied Energy. 391, 125941.Research output: Contribution to journal › Article › peer-review
3 Scopus citations -
RIce-Net: Integrating ground-based cameras and machine learning for automated river ice detection
Ayyad, M., Temimi, M., Abdelkader, M., Henein, M. M. R., Engel, F. L., Lotspeich, R. R. & Eggleston, J. R., 30 May 2025, In: Environmental Modelling and Software. 190, 106454.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations -
System identification of oscillating surge wave energy converter using physics-informed neural network
Ayyad, M., Yang, L., Ahmed, A., Shalaby, A., Huang, J., Mi, J., Datla, R., Zuo, L. & Hajj, M. R., 15 Jan 2025, In: Applied Energy. 378, 124703.Research output: Contribution to journal › Article › peer-review
Open Access9 Scopus citations -
Effects of piezoelectric energy harvesting from a morphing flapping tail on its performance
Alqaleiby, H., Ayyad, M., Hajj, M. R., Ragab, S. A. & Zuo, L., 1 Jan 2024, In: Applied Energy. 353, 122022.Research output: Contribution to journal › Article › peer-review
8 Scopus citations