Code
01SC7124
Duration
01 October 2024 → 30 September 2028
Funding
Regional and community funding: Special Research Fund
Promotor
Fellow
Research disciplines
-
Natural sciences
- Artificial intelligence not elsewhere classified
-
Engineering and technology
- Mechanics not elsewhere classified
Keywords
Physics-informed Neural Networks
fretting wear
machine learning
Project description
Development of Physics-informed Neural Networks combining thermodynamics, with a specific focus on addressing fretting wear and plastic deformation problems involving free energy and dissipation potential. Additionally, numerical tools are planned to be developed to simulate
deformation problems caused by fretting wear.