76 citations · 184 across the 14 of their papers we have counts for
14 papers
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…
Path large deviations for the kinetic theory of weak turbulence
Jules Guioth, Freddy Bouchet, Gregory L. Eyink
We consider a generic Hamiltonian system of nonlinear interacting waves with 3-wave interactions. In the kinetic regime of wave turbulence, which assumes weak nonlinearity and larg…
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…
Cycle counts and affinities in stochastic models of non-equilibrium systems
Patrick Pietzonka, Jules Guioth, Robert L. Jack
For non-equilibrium systems described by finite Markov processes, we consider the number of times that a system traverses a cyclic sequence of states (a cycle). The joint distribut…
Nonequilibrium grand-canonical ensemble built from a physical particle reservoir
Jules Guioth, Éric Bertin
We introduce a nonequilibrium grand-canonical ensemble defined by considering the stationary state of a driven system of particles put in contact with a nonequilibrium particle res…
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…