25 citations · 27 across the 9 of their papers we have counts for
3 papers · 1 filter
Fast and Accurate Proper Orthogonal Decomposition using Efficient Sampling and Iterative Techniques for Singular Value Decomposition
Charumathi V, M. Ramakrishna, Vinita Vasudevan
In this paper, we propose a computationally efficient iterative algorithm for proper orthogonal decomposition (POD) using random sampling based techniques. In this algorithm, addit…
Fast and Accurate Proper Orthogonal Decomposition using Efficient Sampling and Iterative Techniques for Singular Value Decomposition
V. Charumathi, M. Ramakrishna, Vinita Vasudevan
In this paper, we propose a computationally efficient iterative algorithm for proper orthogonal decomposition (POD) using random sampling based techniques. In this algorithm, addit…
A Hierarchical Singular Value Decomposition Algorithm for Low Rank Matrices
Vinita Vasudevan, M. Ramakrishna
Singular value decomposition (SVD) is a widely used technique for dimensionality reduction and computation of basis vectors. In many applications, especially in fluid mechanics and…