Publications (13)
Dynamical phase transitions for the activity biased Ising model in a magnetic field
Jules Guioth, Robert Jack
We consider large deviations of the dynamical activity -- defined as the total number of configuration changes within a time interval -- for mean-field and one-dimensional Ising mo…
Dynamical phase transition in the activity-biased fully-connected random field Ising model: connection with glass-forming systems
Jules Guioth, Robert L. Jack
We analyse biased ensembles of trajectories for the random-field Ising model on a fully-connected lattice, which is described exactly by mean-field theory. By coupling the activity…
Nonequilibrium chemical potentials of steady-state lattice gas models in contact: A large-deviations approach
Jules Guioth, Eric Bertin
We introduce a general framework to describe the stationary state of two driven systems exchanging particles or mass through a contact, in a slow exchange limit. The definition of…
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…
Dynamical large deviations for an inhomogeneous wave kinetic theory: linear wave scattering by a random medium
Yohei Onuki, Jules Guioth, Freddy Bouchet
The wave kinetic equation predicts the averaged temporal evolution of a continuous spectral density of waves either randomly interacting or scattered by the fine structure of a med…
Large deviations and chemical potential in bulk-driven systems in contact
Jules Guioth, Ãric Bertin
We study whether the stationary state of two bulk-driven systems slowly exchanging particles can be described by the equality of suitably defined nonequilibrium chemical potentials…