In order to make
thermophysical properties of complex liquid mixtures
available to a comprehensive analysis, we developed a data management
and analysis platform based on the standard data exchange format ThermoML.
The practicability of integrating thermophysical data from experiments
and simulations was demonstrated for two binary mixtures, methanol–water
and glycerol–water, by systematically studying the dependence
of densities and diffusion coefficients from water content over the
whole composition range and temperatures between 278.15 and 318.15
K. Experimental data were extracted manually from the literature.
The same parameter space was explored by comprehensive molecular dynamics
simulations, whose results were directly transferred to the analysis
platform. The benefit of data integration was illustrated by assessing
the transferability of the force fields, which had been developed
for pure compounds to different compositions and temperatures, and
by analyzing the excess mixing properties as a measure of nonideality
of methanol–water and glycerol–water mixtures. The core
of the data management and analysis platform is the newly developed
Python library pyThermoML, which represents metadata, the parameters,
and the experimentally determined or simulated properties as Python
data classes. The feasibility of a seamless data flow from data acquisition
to a comprehensive data analysis was demonstrated. PyThermoML enables
interoperability and reusability of the datasets. The publication
of ThermoML documents on the Dataverse installation of the University
of Stuttgart (DaRUS) makes thermophysical data findable and accessible
and thus FAIR.
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