most citedInference, prediction and optimization of non-pharmaceutical interventions using compartment models: the PyRoss library

14 citations · 14 across the 1 of their papers we have counts for

collaborators

5 papers

cond-mat.soft2021

Hierarchical microphase separation in non-conserved active mixtures

Yuting I. Li, Michael E. Cates

Non-equilibrium phase separating systems with reactions can break time-reversal symmetry (TRS) in two distinct ways. Firstly, the conservative and non-conservative sectors of the d…

stat.ME2020

Efficient Bayesian inference of fully stochastic epidemiological models with applications to COVID-19

Yuting I. Li, Günther Turk, Paul B. Rohrbach +12

Epidemiological forecasts are beset by uncertainties about the underlying epidemiological processes, and the surveillance process through which data are acquired. We present a Baye…

cond-mat.stat-mech2020

Steady state entropy production rate for scalar Langevin field theories

Yuting I. Li, Michael E. Cates

The entropy production rate (EPR) offers a quantitative measure of time reversal symmetry breaking in non-equilibrium systems. It can be defined either at particle level or at the…

q-bio.PE202014 cited

Inference, prediction and optimization of non-pharmaceutical interventions using compartment models: the PyRoss library

R. Adhikari, Austen Bolitho, Fernando Caballero +15

PyRoss is an open-source Python library that offers an integrated platform for inference, prediction and optimisation of NPIs in age- and contact-structured epidemiological compart…

cond-mat.soft2020

Non-equilibrium phase separation with reactions: A canonical model and its behaviour

Yuting I. Li, Michael E. Cates

Materials undergoing both phase separation and chemical reactions (defined here as all processes that change particle type or number) form an important class of non-equilibrium sys…