activity
20062021
most citedRegression-based sparse polynomial chaos for uncertainty quantification of subsurface flow models

26 citations · 52 across the 13 of their papers we have counts for

collaborators

13 papers

stat.CO2021★ 1 cited

On Unbiased Estimation for Discretized Models

Jeremy Heng, Ajay Jasra, Kody J. H. Law +1

In this article, we consider computing expectations w.r.t. probability measures which are subject to discretization error. Examples include partially observed diffusion processes o…

physics.comp-ph2020★ 19 cited

Optimal Bayesian experimental design for subsurface flow problems

Alexander Tarakanov, Ahmed H. Elsheikh

Optimal Bayesian design techniques provide an estimate for the best parameters of an experiment in order to maximize the value of measurements prior to the actual collection of dat…

cs.CE2019★ 26 cited

Regression-based sparse polynomial chaos for uncertainty quantification of subsurface flow models

Alexander Tarakanov, Ahmed H. Elsheikh

Surrogate-modelling techniques including Polynomial Chaos Expansion (PCE) is commonly used for statistical estimation (aka. Uncertainty Quantification) of quantities of interests o…

physics.gen-ph2018

Generalized boosts with shell structure of the parameter space

Alexander N. Tarakanov

A modification of boost transformation in arbitrary pseudo-Euclidean space is suggested, which in the case of the Minkowski space admits the existence of inertial reference frames…

physics.class-ph2017

On the Possible Trajectories of Particles with Spin. III. Particles in the Stationary Homogeneous Electric Field

Alexander N. Tarakanov

The behavior of spinning particles in the stationary homogeneous electric field is considered and trajectories are found for various spin orientations. We study the acceleration of…

physics.class-ph2016

On the Possible Trajectories of Particles with Spin. II. Particles in the Stationary Homogeneous Magnetic Field

Alexander N. Tarakanov

The behavior of spinning particles in the stationary homogeneous magnetic field is considered and all types of trajectories for massive and massless particles are found. It is show…