Patent №
US 11,627,710
Granted
2023-04-18
Filed 2018
Owner
MONSANTO TECHNOLOGY LLC
Lab
—
AI components
4
ml · kr · evo · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
16213677
Exemplary methods for identifying hybrids for use in a plant breeding pipeline are disclosed. One exemplary computer-implemented method includes accessing a data structure including data representative of a pool of hybrids and determining a prediction score for at least a portion of the hybrids included in the pool based on the data included in the data structure. The prediction score is indicative of a probability of selection and/or a probability of success of the hybrid based on historical data. The method further includes selecting a group of hybrids from the pool based on the prediction score, identifying a set of hybrids, from the group of hybrids, based on an expected performance of the set of hybrids and/or one or more factors associated with the hybrids and/or lines making up the hybrids, and also directing the set of hybrids to a further iteration or different phase in the breeding pipeline.
AI classification
Ownership
MONSANTO TECHNOLOGY LLC
assignment · 501310751
Assignors
CHAVALI, SRINIVAS PHANI KUMAR, DASGUPTA, SAMBARTA, JADALIHA, MAHDI, POLAVARAPU, NALINI, WANG, ZI
On an employer assignment, the assignors are typically the inventors.