19 citations · 25 across the 7 of their papers we have counts for
8 papers
Agent-based Monte Carlo simulations for reaction-diffusion models, population dynamics, and epidemic spreading
Mohamed Swailem, Ulrich Dobramysl, Ruslan Mukhamadiarov +1
We provide an overview of Monte Carlo algorithms based on Markovian stochastic dynamics of interacting and reacting many-particle systems not in thermal equilibrium. These agent-ba…
Controlling dynamics of stochastic systems with deep reinforcement learning
Ruslan Mukhamadiarov
A properly designed controller can help improve the quality of experimental measurements or force a dynamical system to follow a completely new time-evolution path. Recent developm…
Clonal dynamics of surface-driven growing tissues
Ruslan Mukhamadiarov, Matteo Ciarchi, Fabrizio Olmeda +1
The self-organization of cells into complex tissues relies on a tight coordination of cell behavior. Identifying the cellular processes driving tissue growth is key to understandin…
Effects of lattice dilution on the non-equilibrium phase transition in the stochastic Susceptible-Infectious-Recovered model
Ruslan Mukhamadiarov, Uwe C. Täuber
We investigate how site dilution, as would be introduced by immunization, affects the properties of the active-to-absorbing non-equilibrium phase transition in the paradigmatic Sus…
Parallel Temperature Interfaces in the Katz-Lebowitz-Spohn Driven Lattice Gas
Ruslan I. Mukhamadiarov, Priyanka, Uwe C. Täuber
We explore a variant of the Katz-Lebowitz-Spohn (KLS) driven lattice gas in two dimensions, where the lattice is split into two regions that are coupled to heat baths with distinct…
Social distancing and epidemic resurgence in agent-based Susceptible-Infectious-Recovered models
Ruslan I. Mukhamadiarov, Shengfeng Deng, Shannon R. Serrao +4
Once an epidemic outbreak has been effectively contained through non-pharmaceutical interventions, a safe protocol is required for the subsequent release of social distancing restr…
Transverse Temperature Interfaces in the Katz-Lebowitz-Spohn Driven Lattice Gas
Ruslan I. Mukhamadiarov, Priyanka, Uwe C. Täuber
We explore the intriguing spatial patterns that emerge in a two-dimensional spatially inhomogeneous Katz-Lebowitz-Spohn (KLS) driven lattice gas with attractive nearest-neighbor in…
Electromagnetic radiation by electrons in corrugated graphene
Sergey A. Ktitorov, Ruslan I. Mukhamadiarov
The electromagnetic radiation of electrons in the corrugated graphene in the presence of the transport electric current in the ballistic regime is studied. Radiation of the similar…