Development of deep neural network potential for studying water/diamond interfaces

• Main Author: Melvin, Daniel
• Other Authors: Li Shuzhou
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Materials
• Online Access: https://hdl.handle.net/10356/172366
• Institution: Nanyang Technological University

Diamond and Diamond-like carbon (DLC) are promising coating materials with high strength and outstanding tribological properties. The ultra-low friction and wear rate make diamonds attractive for real-world applications, especially micro- and nano- electromechanical systems (MEMS/NEMS). However, the...