Anisotropic colloidal particles have attracted great interest in industrial applications, such as particle-stabilized emulsions and fabrication of self-assembled complex materials. However, our understanding of the fundamental properties of such systems is still limited. We combine the lattice Boltzmann method and molecular dynamics to simulate multicomponent fluids and suspended particles. We review two examples of our recent research on anisotropic particles. First, we study the ensemble of ellipsoidal particles at a spherical interface. The capillary interactions between the particles cause a local reordering on very long timescales leading to a continuous change in the interface configuration and to an increase of interfacial area. This...