Patent ID: 11923050
Assignee: UNITED KINGDON RESEARCH AND INNOVATION
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 11:
12. A graphical user interface comprising:
axes representing parameters of at least a portion of a phase diagram for a mixture of substances; and
pixel rendering located relative to the axes, the pixel rendering comprising pixel coloring representing determined phases of the mixture of substances within the phase diagram,
wherein the pixel rendering also represents calculated uncertainties of the determined phases, and
wherein the determined phases and uncertainties are determined via:
definition of an n-way phase diagram with data points each being an n-tuple describing the n substance inputs, wherein the n-way phase diagram is defined at a user-configured resolution;
selection of an initial subset of data points and calculation of their contribution to the phase diagram;
generation of a Bayesian model based on the initial subset of calculated data points and prediction of the resultant phase and an associated uncertainty of all the uncalculated data points in the defined phase diagram;
selection of a sample subset of the data points using maximum entropy sampling and calculation of a resultant phase for each of the selected data points, and incorporating the calculated phases into the Bayesian model;
a re-model of the Bayesian model to predict the resultant phase and an associated uncertainty of all the remaining uncalculated data points in the defined phase diagram; and
repetition of the selection of a sample subset of the data points using maximum entropy sampling and re-modeling until a defined termination criterion is met.