EurekAlert!

Cloud-based GWAS platform: An innovative solution for efficient acquisition and analysis of genomic data

The diagram illustrates a framework for cloud-based GWAS data resources, structured in a hub-and-spoke architecture with "Cloud-Based GWAS Data Resources" at its core—interconnected with six ...
IEEE

Traceable Algorithm Unrolling Network: An Interpretable Deep Sparse Representation Model for Mechanical Fault Diagnosis

Abstract: In mechanical fault diagnosis (MFD), intelligent fault diagnosis (IFD) methods perform excellently regarding diagnosis accuracy. However, those methods are generally constructed with an ...
marktechpost

RXTX: A Machine Learning-Guided Algorithm for Efficient Structured Matrix Multiplication

Discovering faster algorithms for matrix multiplication remains a key pursuit in computer science and numerical linear algebra. Since the pioneering contributions of Strassen and Winograd in the late ...
Scientific Research Publishing

Gibbs, N.E., Poole, Jr., W.G. and Stockmeyer, P.K. (1976) An Algorithm for Reducing the Bandwidth and Profile of a Sparse Matrix. SIAM Journal on Numerical Analysis, 13, 236-250.

ABSTRACT: Node renumbering is an important step in the solution of sparse systems of equations. It aims to reduce the bandwidth and profile of the matrix. This allows for the speeding up of the ...
Scientific Research Publishing

Barnard, S.T., Pothen, A. and Simon, H.D. (1993) A Spectral Algorithm for Envelope Reduction of Sparse Matrices. Proceedings of the 1993 ACM/IEEE Conference on Supercomputing ...

ABSTRACT: Node renumbering is an important step in the solution of sparse systems of equations. It aims to reduce the bandwidth and profile of the matrix. This allows for the speeding up of the ...
GitHub

README.md

Summary: Implemented a 2D convolution algorithm with tiling optimization using CUDA. Divided the input matrix into tiles and leveraged shared memory to minimize global memory accesses, ensuring ...