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

• Main Authors: Vijayaraghavan, Venkatesh, Garg, Akhil, Wong, Chee How, Tai, Kang, Bhalerao, Yogesh
• Other Authors: School of Mechanical and Aerospace Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Mechanical engineering; Hydrogen Functionalized Graphene; Artificial Neural Network
• Online Access: https://hdl.handle.net/10356/171164
• Institution: Nanyang Technological University

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 resu...