Experimental analysis and machine learning based predictions of fatigue fracture in dehydrated polyacrylamide hydrogel

• Main Author: Tia, Yi Ken
• Other Authors: Li Hua
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Mechanical engineering; Engineering::Computer science and engineering; Engineering::Materials
• Online Access: https://hdl.handle.net/10356/172821
• Institution: Nanyang Technological University

The polyacrylamide (PAAm) hydrogel, a transparent and nearly elastic material, has applications in diverse fields such as biomedical, agricultural, and water treatment. While extensive research has explored its many mechanical properties, a critical gap exists in understanding the impact of de...