output
19972026
most citedApplications of Deep Learning and Reinforcement Learning to Biological Data

876 citations

Showing q-bio.PEShow all

7 papers · 1 filter

q-bio.PE2021

Assessing the Impact of (Self)-Quarantine Through a Basic Model of Infectious Disease Dynamics

Jozsef Z. Farkas, Roxane Chatzopoulos

We introduce a system of differential equations to assess the impact of (self-)quarantine of symptomatic infectious individuals on disease dynamics. To this end we depart from usin…

q-bio.PE2018

Component response rate variation underlies the stability of highly complex finite systems

A. Bradley Duthie

The stability of a complex system generally decreases with increasing system size and interconnectivity, a counterintuitive result of widespread importance across the physical, lif…

q-bio.PE2017★ 5 cited

Net reproduction functions for nonlinear structured population models

József Z. Farkas

The goal of this note is to present a general approach to define the net reproduction function for a large class of nonlinear physiologically structured population models. In parti…

q-bio.PE2015★ 13 cited

Revisiting the stability of spatially heterogeneous predator-prey systems under eutrophication

Jozsef Z. Farkas, Andrew Yu Morozov, E. G. Arashkevich +1

We employ partial integro-differential equations to model trophic interaction in a spatially extended heterogeneous environment. Compared to classical reaction-diffusion models, th…

q-bio.PE2015★ 32 cited

Wolbachia infection in a sex-structured mosquito population carrying West Nile virus

József Z. Farkas, Stephen A. Gourley, Rongsong Liu +1

Wolbachia is possibly the most studied reproductive parasite of arthropod species. It appears to be a promising candidate for biocontrol of some mosquito borne diseases. We begin b…

q-bio.PE2014★ 9 cited

Modelling effects of rapid evolution on persistence and stability in structured predator-prey systems

József Z. Farkas, A. Yu. Morozov

In this paper we explore the eco-evolutionary dynamics of a predator-prey model, where the prey population is structured according to a certain life history trait. The trait distri…