67 citations · 172 across the 14 of their papers we have counts for
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physics.comp-ph2016★ 2 cited
Gaussian processes with built-in dimensionality reduction: Applications in high-dimensional uncertainty propagation
Ilias Bilionis, Rohit Tripathy, Marcial Gonzalez
The prohibitive cost of performing Uncertainty Quantification (UQ) tasks with a very large number of input parameters can be addressed, if the response exhibits some special struct…
cond-mat.soft2016★ 24 cited
Microstructure evolution of compressible granular systems under large deformations
Marcial Gonzalez, Alberto M. Cuitino
We report three-dimensional particle mechanics static calculations that predict the microstructure evolution during die-compaction of elastic spherical particles up to relative den…