Open Access

ARTICLE

Improved Prediction of Metamaterial Antenna Bandwidth Using Adaptive Optimization of LSTM

Doaa Sami Khafaga¹, Amel Ali Alhussan^1,*, El-Sayed M. El-kenawy^2,3, Abdelhameed Ibrahim⁴, Said H. Abd Elkhalik³, Shady Y. El-Mashad⁵, Abdelaziz A. Abdelhamid^6,7

1 Department of Computer Sciences, College of Computer and Information Sciences, Princess Nourah Bint Abdulrahman University, Riyadh, 11671, Saudi Arabia
2 Department of Communications and Electronics, Delta Higher Institute of Engineering and Technology, Mansoura, 35111, Egypt
3 Faculty of Artificial Intelligence, Delta University for Science and Technology, Mansoura, 35712, Egypt
4 Computer Engineering and Control Systems Department, Faculty of Engineering, Mansoura University, Mansoura, 35516, Egypt
5 Department of Computer Systems Engineering, Faculty of Engineering at Shoubra, Benha University, Egypt
6 Department of Computer Science, Faculty of Computer and Information Sciences, Ain Shams University, Cairo,11566, Egypt
7 Department of Computer Science, College of Computing and Information Technology, Shaqra University, 11961,Saudi Arabia

* Corresponding Author: Amel Ali Alhussan. Email: