title: ThermoData Engine (TDE): software implementation of the dynamic data evaluation concept.
abstract: The first full-scale software implementation of the dynamic data evaluation concept {ThermoData Engine (TDE)} is described for thermophysical property data. This concept requires the development of large electronic databases capable of storing essentially all experimental data known to date with detailed descriptions of relevant metadata and uncertainties. The combination of these electronic databases with expert-system software, designed to automatically generate recommended data based on available experimental data, leads to the ability to produce critically evaluated data dynamically or 'to order'. Six major design tasks are described with emphasis on the software architecture for automated critical evaluation including dynamic selection and application of prediction methods and enforcement of thermodynamic consistency. The direction of future enhancements is discussed.
authors.affiliation: Physical and Chemical Properties Division, National Institute of Standards and Technology, Boulder, Colorado 80305-3328, USA. frenkel@boulder.nist.gov
authors.forename: Michael
authors.initials: M
authors.lastname: Frenkel
authors.forename: Robert D
authors.initials: RD
authors.lastname: Chirico
authors.forename: Vladimir
authors.initials: V
authors.lastname: Diky
authors.forename: Xinjian
authors.initials: X
authors.lastname: Yan
authors.forename: Qian
authors.initials: Q
authors.lastname: Dong
authors.forename: Chris
authors.initials: C
authors.lastname: Muzny