Path integral molecular dynamics (PIMD) simulations of the extended si
mple point charge (SPC/E) model of liquid water (both H2O and D2O) hav
e been performed in order to find the temperature at which the maximum
liquid density is obtained. For comparison, purely classical SPC and
SPC/E water have also been simulated over long periods (more than 200
ps). Structural properties and various temperature dependent quantitie
s are reported. Special attention has been given to the fluctuations o
f pressure and volume in simulations run in the canonical (constant NV
T) and isothermal-isobaric (constant NPT) ensembles, respectively. Alt
hough a density maximum is detected by monitoring energy-volume correl
ations as a function of temperature, the large statistical uncertainty
in the correlations reduces the significance of this finding. The mai
n conclusions of this work are threefold. First, the use of the energy
-volume correlation moment to determine the density maximum appears to
be a useful method, although a number of very long simulations of bet
ween 0.5-1.0 ns over a fairly wide temperature range are necessary to
obtain accurate results. Second, neither the SPC nor the SPC/E water m
odels ate able to reproduce the density of cold water accurately. Fina
lly, a quantum mechanical treatment of the water model is necessary to
correctly represent the structure, energy, and fluctuations of the co
ndensed phase.