activity
20132020
most citedMeasurement of Anomalous Diffusion Using Recurrent Neural Networks

111 citations · 232 across the 5 of their papers we have counts for

collaborators

7 papers

physics.comp-ph2020

Enhanced force-field calibration via machine learning

Aykut Argun, Tobias Thalheim, Stefano Bo +2

The influence of microscopic force fields on the motion of Brownian particles plays a fundamental role in a broad range of fields, including soft matter, biophysics, and active mat…

cond-mat.stat-mech2019

Functionals in stochastic thermodynamics: how to interpret stochastic integrals

Stefano Bo, Soon Hoe Lim, Ralf Eichhorn

In stochastic thermodynamics standard concepts from macroscopic thermodynamics, such as heat, work, and entropy production, are generalized to small fluctuating systems by defining…

cond-mat.stat-mech2019111 cited

Measurement of Anomalous Diffusion Using Recurrent Neural Networks

Stefano Bo, Falko Schmidt, Ralf Eichhorn +1

Anomalous diffusion occurs in many physical and biological phenomena, when the growth of the mean squared displacement (MSD) with time has an exponent different from one. We show t…

cond-mat.stat-mech2017107 cited

Experimental Realization of a Minimal Microscopic Heat Engine

Aykut Argun, Jalpa Soni, Lennart Dabelow +4

Microscopic heat engines are microscale systems that convert energy flows between heat reservoirs into work or systematic motion. We have experimentally realized a minimal microsco…

cond-mat.stat-mech20176 cited

Driven anisotropic diffusion at boundaries: noise rectification and particle sorting

Stefano Bo, Ralf Eichhorn

We study the diffusive dynamics of a Brownian particle in proximity of a flat surface under non-equilibrium conditions, which are created by an anisotropic thermal environment with…

cond-mat.stat-mech20178 cited

Steady diffusion in a drift field: a comparison of large deviation techniques and multiple-scale analysis

Erik Aurell, Stefano Bo

A particle with internal unobserved states diffusing in a force field will generally display effective advection-diffusion. The drift velocity is proportional to the mobility avera…