Physics informed neural network for heat transfer problem in concrete structure

• المؤلف الرئيسي: Powa, Anderson Justin
• مؤلفون آخرون: Tan Kang Hai
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2024
• الموضوعات: Engineering; Heat transfer; Machine learning; Concrete structure; Partial differential equations
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/176853

In solving Partial Differential Equations (PDEs), numerical methods like Finite Element Methods (FEM) are popular choices. However, despite its popularity, FEM does pose certain limitations. For instance, it requires additional techniques when dealing with nonlinear engineering problems and in...