The Helmholtz free energy (
) of a fully interacting system (1) can be expressed in terms of that of system harmonic in Cartesian coordinates (0,
) as follows
![{\displaystyle
A_{1} = A_{0,\mathbf{x}} + \Delta A_{0,\mathbf{x}\rightarrow 1}
}](/wiki/index.php?title=Special:MathShowImage&hash=c10255aea454b2c59027dcf696eb3606&mode=mathml)
where
is anharmonic free energy. The latter term can be determined by means of thermodynamic integration (TI)
![{\displaystyle
\Delta A_{0,\mathbf{x}\rightarrow 1} = \int_0^1 d\lambda \langle V_1 -V_{0,\mathbf{x}} \rangle_\lambda
}](/wiki/index.php?title=Special:MathShowImage&hash=72ead17d52ad0559dd40254d399b9548&mode=mathml)
with
being the potential energy of system
,
is a coupling constant and
is the NVT ensemble average of the system driven by the Hamiltonian
![{\displaystyle
\mathcal{H}_\lambda = \lambda \mathcal{H}_1 + (1-\lambda)\mathcal{H}_{0,\mathbf{x}}
}](/wiki/index.php?title=Special:MathShowImage&hash=5d8589083fb15b7ab4774ba9a3c1ccb2&mode=mathml)
Free energy of harmonic reference system within the quasi-classical theory writes
![{\displaystyle
A_{0,\mathbf{x}} = A_\mathrm{el}(\mathbf{x}_0) - k_\mathrm{B} T \sum_{i = 1}^{N_\mathrm{vib}} \ln \frac{k_\mathrm{B} T}{\hbar \omega_i}
}](/wiki/index.php?title=Special:MathShowImage&hash=d1bdab084e9d115be7b9ce6589cb24b1&mode=mathml)
with the electronic free energy
for the
configuration corresponding to the potential energy minimum with the
atomic position vector
,
the number of vibrational degrees of freedom
, and the angular frequency
of vibrational mode
obtained using the Hesse matrix
.
Finally, the harmonic potential energy is expressed as
![{\displaystyle
V_{0,\mathbf{x}}(\mathbf{x}) = V_{0,\mathbf{x}}(\mathbf{x}_0) + \frac{1}{2} (\mathbf{x} - \mathbf{x}_0)^T \underline{\mathbf{H}}^\mathbf{x} (\mathbf{x} - \mathbf{x}_0)
}](/wiki/index.php?title=Special:MathShowImage&hash=62c959b57d58e46a53c75a5272980612&mode=mathml)
Thus, a conventional TI calculation consists of the following steps:
- determine
and
in structural relaxation
- compute
in vibrational analysis
- use the data obtained in the point 2 to determine
that defines the harmonic forcefield
- perform NVT MD simulations for several values of
and determine ![{\displaystyle \langle V_1 -V_{0,\mathbf{x}} \rangle}](/wiki/index.php?title=Special:MathShowImage&hash=7ea25fde833603aba8a0115940737fdd&mode=mathml)
- integrate
over the
grid and compute ![{\displaystyle \Delta A_{0,\mathbf{x}\rightarrow 1}}](/wiki/index.php?title=Special:MathShowImage&hash=c88249b79c773c786dd3622ce056379d&mode=mathml)
Unfortunately, there are several problems linked with such a straightforward approach. First, the systems with rotational and/or translational degrees of freedom cannot be treated in a straightforward manner because
is not invariant under rotations and translations. Conventional TI is thus unsuitable for simulations of gas phase molecules or adsorbate-substrate systems. and this problem also imposes restrictions on the choice of thermostat used in NVT simulation (Langevin thermostat, for instance, does not conserve position of the center of mass and is therefore unsuitable for the use in conventional TI).