no code implementations • 2 Feb 2023 • Biplab Maity, Swarnendu Banerjee, Abhishek Senapati, Joydev Chattopadhyay
For long-term dynamics, a non-monotonic behavior of optimal resource allocation with intervention effectiveness is observed which is different from the more intuitive strategy recommended in case of outbreaks.
no code implementations • 10 Nov 2022 • Abhishek Senapati, Adam Mertel, Weronika Schlechte-Welnicz, Justin M. Calabrese
In this study, we propose a method for estimating cross-border mobility flux between any pair of regions that share an international border from the observed difference in the timing of the infection peak in each region.
no code implementations • 11 Oct 2021 • Mousumi Roy, Abhishek Senapati, Swarup Poria, Arindam Mishra, Chittaranjan Hens
In this study, we use a reservoir computing based echo state network (ESN) to predict the collective burst synchronization of neurons.