53 citations · 68 across the 8 of their papers we have counts for
Showing 2017Show all
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stat.CO2017★ 4 cited
Global Sensitivity Analysis via Multi-Fidelity Polynomial Chaos Expansion
Pramudita Satria Palar, Lavi Rizki Zuhal, Koji Shimoyama +1
The presence of uncertainties are inevitable in engineering design and analysis, where failure in understanding their effects might lead to the structural or functional failure of…
cs.NE2017★ 8 cited
Exploiting Active Subspaces in Global Optimization: How Complex is your Problem?
Pramudita Satria Palar, Koji Shimoyama
When applying optimization method to a real-world problem, the possession of prior knowledge and preliminary analysis on the landscape of a global optimization problem can give us…