1. Department of Chemical Engineering, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
2. Institute for Computation and Neurosciences, Kumasi, Ghana
3. Department of Civil Engineering, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
4. Department of Petroleum Engineering, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana