Application of machine learning in simulation of nonlinear behavior of hydrogel

• Main Author: Xin, Qianying
• Other Authors: Li Hua
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Mechanical engineering
• Online Access: https://hdl.handle.net/10356/158446
• Institution: Nanyang Technological University

Machine Learning (ML) increasingly become a popular technique to model and simulate the mechanical properties of solid materials in the present days. It works by learning hidden patterns of big data and mapping the nonlinear correlations between data sets. Previous most of works were done on ML base...