Da-Lei Wang

A Framework Integrating the Dynamic Stiffness Matrix with Physics-Informed Neural Networks for Solving Eigenvalue Problems and Analysing Dynamic Response

A framework that integrates the dynamic stiffness matrix (DSM) with physics-informed neural networks (PINN) that embeds physical constraints within the model and demonstrates robustness, particularly when addressing limited datasets across diverse investigations is introduced.