37 citations · 151 across the 27 of their papers we have counts for
5 papers · 1 filter
Well-posed Bayesian Inverse Problems with Infinitely-Divisible and Heavy-Tailed Prior Measures
Bamdad Hosseini
We present a new class of prior measures in connection to regularization techniques when which is based on the generalized Gamma distribution. We show that th…
Airborne contaminant source estimation using a finite-volume forward solver coupled with a Bayesian inversion approach
Bamdad Hosseini, John M. Stockie
We propose a numerical algorithm for solving the atmospheric dispersion problem with elevated point sources and ground-level deposition. The problem is modelled by the 3D advection…
Well-posed Bayesian Inverse Problems: Priors with Exponential Tails
Bamdad Hosseini, Nilima Nigam
We consider the well-posedness of Bayesian inverse problems when the prior measure has exponential tails. In particular, we consider the class of convex (log-concave) probability m…
Bayesian estimation of airborne fugitive emissions using a Gaussian plume model
Bamdad Hosseini, John M. Stockie
A new method is proposed for estimating the rate of fugitive emissions of particulate matter from multiple time-dependent sources via measurements of deposition and concentration.…
A Bayesian approach for energy-based estimation of acoustic aberrations in high intensity focused ultrasound treatment
Bamdad Hosseini, Charles Mougenot, Samuel Pichardo +3
High intensity focused ultrasound is a non-invasive method for treatment of diseased tissue that uses a beam of ultrasound to generate heat within a small volume. A common challeng…