We present a novel surrogate modeling method that can be used to accelerate the solution
of uncertainty quantification (UQ) problems arising in nonlinear and non-smooth models of …

The sequential Monte Carlo probability hypothesis density (SMC-PHD) filter has been
demonstrated to be a favorable method for multi-target tracking. However, the time-varying …

Random graphs are mathematical models that have applications in a wide range of
domains. We study the following model where one adds Erd\H {o} s--R\'enyi (ER) type …

Graphs and network data are ubiquitous across a wide spectrum of scientific and application
domains. Often in practice, an input graph can be considered as an observed snapshot of a …