Machine Learning, Simulation, Physics.
you will notice that we no longer have an explicit update rule to compute the new state (x1, v1) from the current state (x0, v0) like we did for symplectic Euler. Instead, we have defined the state transition implicitly via a set of equations that we have to solve. This is why backward Euler is