Conservative Smoothing of Velocities

It can be shown that the SPH method is unstable in tension. The instability is shown to result from an effective stress with a negative modulus (imaginary sound speed) being produced by the interaction between the constitutive relation and the kernel function, and is not caused by the numerical time integration algorithm. 1 D.S Balsara 2 states, use special filtering of velocities (so called conservative smoothing, because momentum quantities are not modified):

Vi(smoothed)=vi+αcsj2mjρi+ρj(vjvi)Wi(j)+Wj(i)2

1
Swegle J.W., Hicks D.L., and Attaway S.W., Smoothed Particle Hydrodynamics: Stability Analysis, Journal of Computational Physics, Vol. 116, pp. 123-134, 1995.
2
Balsara D.S., Von Neumann Stability Analysis of Smoothed Particle Hydrodynamics Suggestions for Optimal Algorithms, Journal of Computational Physics, Vol. 121, pp. 357-372, 1995.