2 papers
cond-mat.stat-mech2025
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…
cond-mat.stat-mech2025
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…