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Researcher
Current research work
L-moments based uncertainty quantification
L-moments that are known to be less sensitive to extremes, are used to quantify the uncertainty through system model. L-moment ratio diagram that uses higher order L-moments, is adopted to choose the appropriate distribution, for uncertainty quantification
Robust design using L-moments
L-moments are used to model the dispersion of the data and used in robust design
Multi objective optimization
Comparative study on MOO is conducted based on C- and L- moment approach. Superiority of pareto fronts and utopia points of L-moment approach are studied
Ensemble of distributions
L-moment based ensemble of distributions are used to model multi model distributoins
L-moments assisted Bayesian framework
L-moment approach is used to model the conditional probabilities in the Bayesian framework to predict the risk
Dimension reduction
L-moment approach is incorporated with active subspace to reduce dimension in engineering problems
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