192 citations · 453 across the 13 of their papers we have counts for
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math.NA2018
Stochastic Collocation with Non-Gaussian Correlated Parameters via a New Quadrature Rule
Chunfeng Cui, Zheng Zhang
This paper generalizes stochastic collocation methods to handle correlated non-Gaussian random parameters. The key challenge is to perform a multivariate numerical integration in a…
math.NA2018★ 1 cited
Uncertainty Quantification of Electronic and Photonic ICs with Non-Gaussian Correlated Process Variations
Chunfeng Cui, Zheng Zhang
Since the invention of generalized polynomial chaos in 2002, uncertainty quantification has impacted many engineering fields, including variation-aware design automation of integra…
math.NA2016★ 47 cited
Tensor Computation: A New Framework for High-Dimensional Problems in EDA
Zheng Zhang, Kim Batselier, Haotian Liu +2
Many critical EDA problems suffer from the curse of dimensionality, i.e. the very fast-scaling computational burden produced by large number of parameters and/or unknown variables.…