Abstract: Decomposition is a fundamental principle of resolving complexity by scale, which is utilized in a variety of decomposition-based algorithms for control and optimization. In this paper, we ...

Abstract: In this paper, we design and develop a hardware accelerator for computing the LU decomposition of an input matrix. Our accelerator consists of two simple linear arrays of Processing Engines ...

Amberlee Honsaker helps her daughter, Raegan, with math. Amberlee Honsaker remembers learning only one way to add or subtract in elementary school. It was the standard algorithm: stack numbers ...

一个高性能、稳定的Fortran库，用于执行LU矩阵分解并求解线性方程组。采用部分选主元算法，确保数值稳定性 ...

A comprehensive implementation of various Matrix Decomposition Techniques from the lens of Linear Algebra to produce efficient computing of SVD, PCA, Feature Selection & Data Analysis in Python. To ...

We publish the best academic work (that's too often lost to peer reviews & the TA's desk) to the global tech community ...