Muhammad Shahzad Nazir

According to our database, Muhammad Shahzad Nazir authored at least 4 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Metaheuristic evolutionary deep learning model based on temporal convolutional network, improved aquila optimizer and random forest for rainfall-runoff simulation and multi-step runoff prediction.

Xiujie Qiao, Tian Peng, Na Sun, Chu Zhang, Qianlong Liu, Yue Zhang, Yuhan Wang, Muhammad Shahzad Nazir

Expert Syst. Appl., November, 2023

Developing an evolutionary deep learning framework with random forest feature selection and improved flow direction algorithm for NOx concentration prediction.

Huixin Ma, Tian Peng, Chu Zhang, Chunlei Ji, Yiman Li, Muhammad Shahzad Nazir

Eng. Appl. Artif. Intell., 2023

2021

Optimal Economic Modelling of Hybrid Combined Cooling, Heating, and Energy Storage System Based on Gravitational Search Algorithm-Random Forest Regression.

Muhammad Shahzad Nazir, Sami ud Din, Wahab Ali Shah, Majid Ali, Ali Yousaf Kharal, Ahmad N. Abd Alla, Padmanaban Sanjeevikumar

Complex., 2021

2020

System Design and Optimisation Study on a Novel CCHP System Integrated with a Hybrid Energy Storage System and an ORC.

Jie Ji, Zujun Ding, Xin Xia, Yeqin Wang, Hui Huang, Chu Zhang, Tian Peng, Xiaolu Wang, Muhammad Shahzad Nazir, Yue Zhang, Baolian Liu, Xiaoying Jia, Ruisheng Li, Yaodong Wang

Complex., 2020