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Amit Kumar Rathi

Researcher at Indian Institute of Technology, Jodhpur

Publications -  8
Citations -  69

Amit Kumar Rathi is an academic researcher from Indian Institute of Technology, Jodhpur. The author has contributed to research in topics: Sparse grid & Random field. The author has an hindex of 2, co-authored 7 publications receiving 46 citations. Previous affiliations of Amit Kumar Rathi include Indian Institute of Technology Guwahati.

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Dimension adaptive finite difference decomposition using multiple sparse grids for stochastic computation

TL;DR: Two different meta-model based approaches are presented in this study using high dimensional model representation (HDMR) for efficient stochastic computation and a dimension adaptive multiple finite difference HDMR (dAMFD- HDMR) is proposed utilizing sensitivity analysis to improve the efficiency and accuracy.
Proceedings ArticleDOI

Mls based sequential srsm in sparse grid framework for efficient uncertainty quantification

TL;DR: A sequentially evolving stochastic response surface using Hermite family of orthogonal polynomials whose support points are generated in sparse grid framework is developed using Monte-Carlo simulation or its advance version.
Journal ArticleDOI

Modified Particle Swarm Optimization Based on Aging Leaders and Challengers Model for Task Scheduling in Cloud Computing

TL;DR: In this paper , a modified particle swarm optimization (PSO) is used to allocate the jobs to virtual machines in order to minimize the objective function consisting of cost and makespan.