Page 5: Research news on Nonequilibrium statistical mechanics

Nonequilibrium statistical mechanics is a research area focused on the microscopic foundations and emergent behavior of systems driven away from thermodynamic equilibrium by external forces, gradients, or time-dependent protocols. It extends equilibrium statistical mechanics by analyzing transport processes, relaxation dynamics, fluctuation–dissipation relations, and entropy production in classical and quantum many-body systems. The field encompasses linear and nonlinear response theory, fluctuation theorems, large deviation theory, and stochastic thermodynamics, providing rigorous frameworks to quantify irreversibility, work, heat, and efficiency in driven systems ranging from molecular-scale engines and soft matter to plasmas and complex networks.

Simulating diffusion using 'kinosons' and machine learning

Researchers from the University of Illinois Urbana-Champaign have recast diffusion in multicomponent alloys as a sum of individual contributions, called "kinosons." Using machine learning to compute the statistical distribution ...

New method to measure entropy production on the nanoscale

Entropy, the amount of molecular disorder, is produced in several systems but cannot be measured directly. An equation developed by researchers at Chalmers University of Technology in Sweden, and Heinrich Heine University ...

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