Fig. 3.

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Force accuracy as a function of the octree opening angle, Θ, in a cylindrical cosmological volume at different redshifts. We evolved 6 ⋅ 104 particles in standard ΛCDM cosmology with direct force calculation in a periodic cylinder with Lz = 200.0 Mpc height and Rsim = 100.0 Mpc radius for this accuracy test. After the simulation was finished, we calculated the FBH octree forces with our StePS simulation code. The FD direct forces were used as a ground truth in the comparison. We calculated the octree forces with and without the radial force correction. Left: Relative total ⟨|FBH − FD|/|FD|⟩ force error. The magnitude of the force error is behaving similarly as in the well tested cubic T3 case. The new radial force correction calculated from the initial particle load increases the accuracy in all redshifts. Center: Mean radial ⟨FBH, 𝜚/FD, 𝜚⟩ force error. While the raw radial octree force have a non-zero expected value at high Θ values, the implemented radial correction fixes this in all redshifts for Θ ≤ 0.5. It is critical to use this correction, since a systematic bias in radial direction will cause contraction or expansion of the simulated volume, which will alter the structure formation due to the changed background density. Right: Mean tangential ⟨FBH, ϑ/FD, ϑ⟩ force error. In contrast to the radial case, the measured tangential force errors are consistent with a zero mean. A non-zero systematic bias in this component would cause errors in the total angular momentum.
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