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432   C hapter T h ir te en



                               Molecular Dynamics Simulation


                    Starting Point

               Initial cordinates from lattice Monte Carlo
                simulation with initial velocities from
                  Maxwell-Boltzman distribution
                          or
                    continue a previous MD





                   Calculate Forces                                   Output
                   Calculate potential function:
                           ⎛ σ 12  σ ⎞                           Calculate thermodynamic and
                                 6
                      r =
                   V  () 4ε ⎜  −  6 ⎟                             static system properties:
                    LJ      12
                           ⎝  r  r  ⎠                           Energies, temperatures, stress…
                  Calculate force on each particle:                   If required:
                      F = ∑  F ij                               Save coordinates and velocities
                                                                  save in: <trajectory file>
                          j
                                        MD loop repeated
                                          every time step
                   Solve Equations                                Move Particles
                                                             Assign the new coordinates and velocities to
                   Integrate Newton’s equations
                   of motion for each particle:              each particle through Leapfrog Algorithm:
                                                                               t Δ
                                                                            t Δ ⎞
                                                                ⎛
                                                                    t Δ ⎞
                                                                        ⎛
                                                                       i ⎜
                                                                i ⎜
                      dr    F                                  vt +  ⎟  =  v t −  ⎟ +  F i () t
                        i  =  i                                 ⎝  2 ⎠  ⎝  2 ⎠  m
                      dt 2  m                                               ⎛   t Δ ⎞
                                                                ( +Δ =
                                                                           t
                             i                                 rt   ) t  r  () t + Δ ⋅ ⎜ t +  ⎟
                                                                      i
                                                               i
                                                                            ⎝  2 ⎠
              FIGURE 13.3  MD simulation procedures.
                 Where U(r 1 ,r 2 ,…r N ) is the interatomic potential; the force F i  is usually referred to as
              the internal force, e.g., the force exerted on atom i due to surrounding atoms. To solve
              the set of 3N equations in (13-1), the initial and boundary conditions need to be speci-
              fied. In the case of a crystal, the initial conditions are the lattice positions; for an amor-
              phous material, the initial configuration is obtained by quenching a molten state
              through constraining the molecule velocity fields. The initial set of atomic velocities is
              chosen randomly from a Maxwell-Boltzmann distribution. A number of robust algo-
              rithms (Allen and Tildesley, 1987) are available to integrate the Equation 13-1. It re-
              quires the use of the finite difference method at a suitable time step, Δt, that conserves
              the total Hamiltonian of the system (typically, Δt is on the order of a femtosecond).
              13.2.5.2 Interatomic Potentials
              The essential input to a MD simulation is the interatomic potential U(r 1 ,r 2 ,…r N ). The
              degree to which the results of MD simulation represent the properties of real materials
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