Predicting the mechanical characteristics of hydrogen functionalized graphene sheets using artificial neural network approach

The mechanical properties of hydrogen functionalized graphene (HFG) sheets werepredicted in this work by using artificial neural network approach. Thepredictions of tensile strength of HFG sheets made by the proposed approach arecompared to those generated by molecular dynamics simulations. The resultsindicate that our proposed computing technique can be used as a powerful toolfor predicting the tensile strength of the HFG sheet.Nanyang Technological UniversityPublished versionVV and AG gratefully acknowledge the financial support in form of scholarship provided by the School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore