A hybrid transformer-zero-shot learning framework with Muon optimization for intelligent channel estimation in MIMO wireless systems.
- DOI
- 10.1038/s41598-025-33791-0
- Published
- 2026 May 27
- Container
- Scientific reports
- Publisher
- Not recorded
- Open access
- yes
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Cite this work
BibTeX
@article{allodium:10.1038/s41598-025-33791-0,
title = {A hybrid transformer-zero-shot learning framework with Muon optimization for intelligent channel estimation in MIMO wireless systems.},
author = {Salama WM and Aly MH and Alshathri S and El-Shafai W},
year = {2026},
journal = {Scientific reports},
doi = {10.1038/s41598-025-33791-0},
url = {https://doi.org/10.1038/s41598-025-33791-0}
}RIS
TY - JOUR TI - A hybrid transformer-zero-shot learning framework with Muon optimization for intelligent channel estimation in MIMO wireless systems. AU - Salama WM AU - Aly MH AU - Alshathri S AU - El-Shafai W PY - 2026 JO - Scientific reports DO - 10.1038/s41598-025-33791-0 UR - https://doi.org/10.1038/s41598-025-33791-0 ER -
APA
WM, S., MH, A., S, A., & W, E. (2026). A hybrid transformer-zero-shot learning framework with Muon optimization for intelligent channel estimation in MIMO wireless systems.. Scientific reports. https://doi.org/10.1038/s41598-025-33791-0
Source records
- pubmed · retrieved 2026-09-25T19:31:06.504Z