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and m i the mass of the i th particle. The gradient
r r V is the column vector of
all partial derivatives with respect to particle positions. It is easily verified that
the total energy
¼ r T Mr
2
E
þ
V
ð r Þ
½
2
is constant along solutions of Eq. [1]: dE
=
dt
¼
0. The system is simulated from
Þ¼ r 0 , often chosen randomly in
accordance with some appropriate statistical ensemble.
Computer simulation of the system modeled by Eq. [1] requires some
sort of time discretization scheme. The method proposed by Verlet propagates
positions by
r ð
initial positions and velocities r ð
t 0
Þ¼ r 0 ,
t 0
r n þ1
i
¼ r n 1
i
2 r i þ
h 2 M 1 F i
þ
½
3
and velocities using
v i ¼ð r n þ1
r n 1
i
Þ=
2 h
½
4
i
Here the superscripts denote the indices of time steps, each of which is of size
h ,so
r i r i ð
t 0 þ
nh
Þ
½
5
F i ¼r r i V
ð r n
and
is a Cartesian vector that gives the sum of forces
acting on particle i due to interaction with other particles, evaluated at the
point r n .
Verlet 2 noted in his ground-breaking work the remarkable energy preser-
vation properties of the integrator, reporting ''small irregularities in the total
energy
Þ
but the error is of no consequence.'' The discretization method in
Eqs. [2]-[4], commonly referred to as the Verlet integrator , is accurate to sec-
ond order in time, requires only one force evaluation per step, and is time
reversible , which is part of the reason for its excellent stability in terms of
near conservation of energy. In fact, it is now known that a more general sym-
metry preservation—the symplectic property 6 —of the Verlet method, viewed
as an appropriate mapping of positions and momenta, confers its excellent
long-term energy stability. 7,8 For a thorough review of symplectic numerical
methods, see the monograph of Sanz-Serna and Calvo. 9 The Verlet method
is now regarded as the gold standard for time-stepping schemes in molecular
dynamics. In conformity with modern practice, and to anticipate the algorith-
mic development of multiple time-step methods in the forthcoming sections of
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