no code implementations • 2 Aug 2023 • Fatin Abrar Shams, Rashed Hasan Ratul, Ahnaf Islam Naf, Syed Shaek Hossain Samir, Mirza Muntasir Nishat, Fahim Faisal, Md. Ashraful Hoque
To bridge the gap, numerous machine learning techniques have been established to estimate critical temperatures as it is extremely challenging to determine.
no code implementations • 2 Jun 2023 • Rashed Hasan Ratul, S M Mehedi Zaman, Hasib Arman Chowdhury, Md. Zayed Hassan Sagor, Mohammad Tawhid Kawser, Mirza Muntasir Nishat
However, because 5G-NR operates at a high frequency and has significant propagation, atmospheric fluctuations like temperature, humidity, and rain rate might result in poorer signal reception, and higher path loss effects unlike the prior generation, which employed frequencies below 6 GHz.
no code implementations • 22 Jan 2022 • Ishrak Jahan Ratul, Ummay Habiba Wani, Mirza Muntasir Nishat, Abdullah Al-Monsur, Abrar Mohammad Ar-Rafi, Fahim Faisal, Mohammad Ridwan Kabir
A synthetic dataset is generated by imputing the missing values, transforming the data using dummy variable encoding, and compressing the dataset from 59 features to the 11 most correlated features using Chi-squared feature selection.
no code implementations • 20 Sep 2021 • Abdullah Al Mehadi, Mirza Muntasir Nishat, Fahim Faisal, Ahmed Raza Hasan Bhuiyan, Mohyeu Hussain, Md Ashraful Hoque
A model road of 200 meters is reconnoitered for energy harvesting by solar power using three prominent software namely PVSOL, PVsyst, and SAM where a promising mean annual yield of 70492. 9 kWh is obtained, and the bifacial gain is calculated to be 12. 26%.