US 11,941,538 B2
System and method for sample evaluation to mimic target properties
Oliver Zahn, Berkeley, CA (US); Karthik Sekar, Berkeley, CA (US); Di Wei, Berkeley, CA (US); Sarah Hellmueller, Berkeley, CA (US); Daniel Westcott, Berkeley, CA (US); and Sacha Laurin, Berkeley, CA (US)
Assigned to Climax Foods Inc., Berkeley, CA (US)
Filed by Climax Foods Inc., Berkeley, CA (US)
Filed on Jul. 10, 2023, as Appl. No. 18/220,110.
Application 18/220,110 is a continuation in part of application No. 18/202,174, filed on May 25, 2023.
Application 18/202,174 is a continuation of application No. 18/098,898, filed on Jan. 19, 2023, granted, now 11,823,070.
Claims priority of provisional application 63/301,948, filed on Jan. 21, 2022.
Prior Publication US 2023/0376797 A1, Nov. 23, 2023
Int. Cl. G06N 5/022 (2023.01)
CPC G06N 5/022 (2013.01) 16 Claims
OG exemplary drawing
 
1. A method, comprising:
measuring a prototype functional property signal for a prototype sample, wherein the prototype sample is associated with a set of initial manufacturing variable values;
extracting prototype functional property feature values from the prototype functional property signal, wherein the prototype functional property feature values comprise a first prototype functional property feature value and a second prototype functional property feature value; and
using a model, determining a set of manufacturing variable values based on a comparison between the prototype functional property feature values and target functional property feature values, wherein the comparison between the prototype functional property feature values and the target functional property feature values is determined by:
determining a prototype characterization comprising a weighted aggregation of the first prototype functional property feature value and the second prototype functional property feature value;
determining a target characterization based on the target functional property feature values; and
determining a distance between the prototype characterization and the target characterization.