371 citations · 642 across the 29 of their papers we have counts for
37 papers
Fluctuation impossibility results for stochastic burst networks
David F. Anderson
Stochastic reaction networks often involve components at low copy number, where individual production and degradation events generate substantial fluctuations. Yan et al.\ conjectu…
Stochastic reaction networks within interacting compartments
David F. Anderson, Aidan S. Howells
Stochastic reaction networks, which are usually modeled as continuous-time Markov chains on , and simulated via a version of the "Gillespie algorithm," have pr…
Mixing times for two classes of stochastically modeled reaction networks
David F. Anderson, Jinsu Kim
The past few decades have seen robust research on questions regarding the existence, form, and properties of stationary distributions of stochastically modeled reaction networks. W…
On reaction network implementations of neural networks
David F. Anderson, Badal Joshi, Abhishek Deshpande
This paper is concerned with the utilization of deterministically modeled chemical reaction networks for the implementation of (feed-forward) neural networks. We develop a general…
Deficiency zero for random reaction networks under a stochastic block model framework
David F. Anderson, Tung D. Nguyen
Deficiency zero is an important network structure and has been the focus of many celebrated results within reaction network theory. In our previous paper \textit{Prevalence of defi…
On classes of reaction networks and their associated polynomial dynamical systems
David F. Anderson, James D. Brunner, Gheorghe Craciun +1
In the study of reaction networks and the polynomial dynamical systems that they generate, special classes of networks with important properties have been identified. These include…