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Discrete element method
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==Outline of the method== A DEM-simulation is started by first generating a model, which results in spatially orienting all particles and assigning an initial [[velocity]]. The forces which act on each particle are computed from the initial data and the relevant physical laws and contact models. Generally, a simulation consists of three parts: the initialization, explicit time-stepping, and post-processing. The time-stepping usually requires a nearest neighbor sorting step to reduce the number of possible contact pairs and decrease the computational requirements; this is often only performed periodically. The following forces may have to be considered in macroscopic simulations: * [[friction]], when two particles touch each other; * [[contact plasticity]], or recoil, when two particles collide; * [[gravity]], the force of attraction between particles due to their mass, which is only relevant in astronomical simulations. * attractive potentials, such as [[Cohesion (chemistry)|cohesion]], [[adhesion]], [[liquid bridging]], [[electrostatic attraction]]. Note that, because of the overhead from determining nearest neighbor pairs, exact resolution of long-range, compared with particle size, forces can increase computational cost or require specialized algorithms to resolve these interactions. On a molecular level, we may consider: * the [[Coulomb force]], the [[electrostatic]] attraction or repulsion of particles carrying [[electric charge]]; * [[Pauli exclusion principle|Pauli repulsion]], when two atoms approach each other closely; * [[van der Waals force]]. All these forces are added up to find the total force acting on each particle. An [[numerical ordinary differential equations|integration method]] is employed to compute the change in the position and the velocity of each particle during a certain time step from [[Newton's laws of motion]]. Then, the new positions are used to compute the forces during the next step, and this [[program loop|loop]] is repeated until the simulation ends. Typical integration methods used in a discrete element method are: * the [[Verlet integration|Verlet algorithm]], * [[velocity Verlet]], * [[symplectic integrator]]s, * the [[leapfrog method]].
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