ABSTRACT: This paper introduces a method to develop a common model based on machine learning (ML) that predicts the mechanical behavior of a family with three composite materials. The latter are ...

ABSTRACT: This paper introduces a method to develop a common model based on machine learning (ML) that predicts the mechanical behavior of a family with three composite materials. The latter are ...

The computational technique conventionally used for stepwise multiple linear regression requires the storage of an n × n matrix of data. When the number of variables, n, is large, this requirement ...

For a least squares solution, we can set up the problem in matrix form and solve it using linear algebra. \hspace*{15pt}$\mathbf{X}$ be the matrix of inputs (including a column of ones for the ...

Abstract: It has been observed that the performances of many high-dimensional estimation problems are universal with respect to underlying sensing (or design) matrices. Specifically, matrices with ...

I haven't been able to replicate locally so can't bisect. But the regression is persistent on NanoSoldier so likely real. The bad commit should be one of these ones, JuliaLang/[email protected].

I am not a command-and-control leader. Though the hierarchical pyramid works for some, I prefer a framework that invites collaboration, flexibility and balance. This structure radiates decision-making ...