A one-dimensional flow model enhanced by machine learning for simulation of vocal fold vibration
A one-dimensional flow model enhanced by machine learning for simulation of vocal fold vibration
We describe a one-dimensional (1D) unsteady and viscous flow model that is derived from the momentum and mass conservation equations, and to enhance this physics-based model, we use a machine learning approach to determine the unknown modeling parameters. Specifically, we first construct an idealized larynx model and perform ten cases …