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Systems and methods for generating a structural model architecture

Grant US12585914B2 Kind: B2 Mar 24, 2026

Inventors

Marcus Kaiser, Rui Sampaio, Andrew Lawrence, Maksim Sipos

Abstract

A method of generating a structural model architecture, comprising receiving an input causality map, including: a plurality of variables, one or more links providing an indication of influence between pairs of variables, wherein at least one link provides an indication of influence between an input variable and at least one other variable; and one or more constraints associated with one or more of the variables and/or links, and generating an architecture for a structural model based on the input causality map, the structural model configured to predict a value of an output variable based on a value of at least one other variable in the plurality of variables.

CPC Classifications

G06N 3/04 G06N 3/08

Filing Date

2022-08-05

Application No.

17881939

Claims

15