108 citations · 357 across the 15 of their papers we have counts for
Showing 2014Show all
3 papers · 1 filter
cs.CE2014★ 35 cited
Stochastic Testing Simulator for Integrated Circuits and MEMS: Hierarchical and Sparse Techniques
Zheng Zhang, Xiu Yang, Giovanni Marucci +5
Process variations are a major concern in today's chip design since they can significantly degrade chip performance. To predict such degradation, existing circuit and MEMS simulato…
q-bio.BM2014★ 29 cited
Quantifying the influence of conformational uncertainty in biomolecular solvation
Huan Lei, Xiu Yang, Bin Zheng +2
Biomolecules exhibit conformational fluctuations near equilibrium states, inducing uncertainty in various biological properties in a dynamic way. We have developed a general method…
cs.CE2014★ 108 cited
Enabling High-Dimensional Hierarchical Uncertainty Quantification by ANOVA and Tensor-Train Decomposition
Zheng Zhang, Xiu Yang, Ivan V. Oseledets +2
Hierarchical uncertainty quantification can reduce the computational cost of stochastic circuit simulation by employing spectral methods at different levels. This paper presents an…