3 papers
math.OC2023
Optimal design of vaccination policies: A case study for Newfoundland and Labrador
Faraz Khoshbakhtian, Hamidreza Validi, Mario Ventresca +1
This paper proposes pandemic mitigation vaccination policies for Newfoundland and Labrador (NL) based on two compact mixed integer programming (MIP) models of the distance-based cr…
cs.LG2021
Deep Reinforcement Learning for Online Control of Stochastic Partial Differential Equations
Erfan Pirmorad, Faraz Khoshbakhtian, Farnam Mansouri +1
In many areas, such as the physical sciences, life sciences, and finance, control approaches are used to achieve a desired goal in complex dynamical systems governed by differentia…
eess.IV2020
Anomaly Detection Approach to Identify Early Cases in a Pandemic using Chest X-rays
Shehroz S. Khan, Faraz Khoshbakhtian, Ahmed Bilal Ashraf
The current COVID-19 pandemic is now getting contained, albeit at the cost of morethan2.3million human lives. A critical phase in any pandemic is the early detection of cases to de…