METHOD, APPARATUS, AND COMPUTER-READABLE MEDIUM FOR EFFICIENTLY OPTIMIZING A PHENOTYPE WITH A COMBINATION OF A GENERATIVE AND A PREDICTIVE MODEL

A method, apparatus, and computer-readable medium for efficiently optimizing a phenotype with a combination of a generative and a predictive model, training a phenotype prediction model based on experiential genotype vectors, training a genotype generation model based on sample genotype vectors, gen...

Full description

Saved in:
Bibliographic Details
Main Authors Abeliuk, Eduardo, Neilson, Juan Andrés Ramírez, Manríquez, Andrés Igor Pérez, Iturra, Diego Francisco Valenzuela
Format Patent
LanguageEnglish
Published 01.02.2024
Subjects
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS
PHYSICS
Online AccessGet full text

Cover

More Information
Summary:A method, apparatus, and computer-readable medium for efficiently optimizing a phenotype with a combination of a generative and a predictive model, training a phenotype prediction model based on experiential genotype vectors, training a genotype generation model based on sample genotype vectors, generating new genotype vectors, applying the phenotype prediction model to the new genotype vectors to generate scores, determining result genotypes based on a ranking of the available genotypes according to the scores, and generating a result based on the result genotypes, the result indicating one or more genetic constructs for testing.
Bibliography:Application Number: US202318106171