Question: what is the essential difference between centered and upwind scheme?
Answer: centred scheme is 2nd order accurate while upwind scheme is only first order. upwind scheme is also more diffusive than centred scheme but it is also more stable than centred scheme which can lead to some spurious oscillations (dispersive errors).