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

Claim 26:
27. A non-transitory computer readable medium comprising computer executable instructions that when executed by a processor of the computer, cause the processor to: generate a graphical user interface presented on a display coupled with the processor, the graphical user interface comprising: axes representing parameters of at least a portion of a phase diagram fora 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 computer executable instructions, to determine the determined phases and uncertainties, are further executable by the processor to cause the processor to: define 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; select an initial subset of data points and calculate their contribution to the phase diagram; generate a Bayesian model based on the initial subset of calculated data points and predict the resultant phase and an associated uncertainty of all the uncalculated data points in the defined phase diagram; select a sample subset of the data points using maximum entropy sampling and calculate a resultant phase for each of the selected data points, and incorporate the calculated phases into the Bayesian model; re-model 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 repeat the selecting a sample subset of the data points using maximum entropy sampling and re-modeling until a defined termination criterion is met.