Learning Physics Constrained Dynamics Using Autoencoders Tsung-Y en Y ang

Neural Information Processing Systems 

We consider the problem of estimating states ( e.g., position and velocity) and physical parameters ( e.g., friction, elasticity) from a sequence of observations