Chen-Xu Liu

A modular physics-informed neural network for nonlinear vibration isolators

A novel modular physics-informed machine learning framework is proposed, enabling dynamic prediction and inverse design of harmonically excited single-degree-of-freedom nonlinear vibration isolators and providing new insights into investigating complex dynamic behaviors.