Physics-informed Neural Networks (PINN) for computational solid mechanics: Numerical frameworks and applications

A review on physics-informed data-driven remaining useful life prediction: Challenges and opportunities

Physics-informed machine learning model for computational fracture of quasi-brittle materials without labelled data