10 citations · 20 across the 3 of their papers we have counts for
3 papers
math.ST2021★ 10 cited
Information-geometry of physics-informed statistical manifolds and its use in data assimilation
Francesca Boso, Daniel M. Tartakovsky
The data-aware method of distributions (DA-MD) is a low-dimension data assimilation procedure to forecast the behavior of dynamical systems described by differential equations. It…
math.ST2020★ 10 cited
Learning on dynamic statistical manifolds
Francesca Boso, Daniel M. Tartakovsky
Hyperbolic balance laws with uncertain (random) parameters and inputs are ubiquitous in science and engineering. Quantification of uncertainty in predictions derived from such laws…
math.OC2020
Dynamics of Data-driven Ambiguity Sets for Hyperbolic Conservation Laws with Uncertain Inputs
Francesca Boso, Dimitris Boskos, Jorge Cortés +2
Ambiguity sets of probability distributions are used to hedge against uncertainty about the true probabilities of random quantities of interest (QoIs). When available, these ambigu…