Time irreversibility in active matter, from micro to macro

J O'Byrne, Y Kafri, J Tailleur, F van Wijland - Nature Reviews Physics, 2022 - nature.com
Active matter encompasses systems whose individual constituents dissipate energy to exert
propelling forces on their environment. These systems exhibit dynamical phenomena with …

Thermodynamic unification of optimal transport: Thermodynamic uncertainty relation, minimum dissipation, and thermodynamic speed limits

T Van Vu, K Saito - Physical Review X, 2023 - APS
Thermodynamics serves as a universal means for studying physical systems from an energy
perspective. In recent years, with the establishment of the field of stochastic and quantum …

Machine learning and physics: A survey of integrated models

A Seyyedi, M Bohlouli, SN Oskoee - ACM Computing Surveys, 2023 - dl.acm.org
Predictive modeling of various systems around the world is extremely essential from the
physics and engineering perspectives. The recognition of different systems and the capacity …

Improved bounds on entropy production in living systems

DJ Skinner, J Dunkel - … of the National Academy of Sciences, 2021 - National Acad Sciences
Living systems maintain or increase local order by working against the second law of
thermodynamics. Thermodynamic consistency is restored as they consume free energy …

Variance sum rule for entropy production

I Di Terlizzi, M Gironella, D Herráez-Aguilar, T Betz… - Science, 2024 - science.org
Entropy production is the hallmark of nonequilibrium physics, quantifying irreversibility,
dissipation, and the efficiency of energy transduction processes. Despite many efforts, its …

Model-free measurement of local entropy production and extractable work in active matter

S Ro, B Guo, A Shih, TV Phan, RH Austin, D Levine… - Physical review …, 2022 - APS
Time-reversal symmetry breaking and entropy production are universal features of
nonequilibrium phenomena. Despite its importance in the physics of active and living …

Perspectives on adaptive dynamical systems

J Sawicki, R Berner, SAM Loos, M Anvari… - … Journal of Nonlinear …, 2023 - pubs.aip.org
Adaptivity is a dynamical feature that is omnipresent in nature, socio-economics, and
technology. For example, adaptive couplings appear in various real-world systems, such as …

Estimating time-dependent entropy production from non-equilibrium trajectories

S Otsubo, SK Manikandan, T Sagawa… - Communications …, 2022 - nature.com
The rate of entropy production provides a useful quantitative measure of a non-equilibrium
system and estimating it directly from time-series data from experiments is highly desirable …

Inference of time irreversibility from incomplete information: Linear systems and its pitfalls

D Lucente, A Baldassarri, A Puglisi, A Vulpiani… - Physical Review …, 2022 - APS
Data from experiments and theoretical arguments are the two pillars sustaining the job of
modeling physical systems through inference. In order to solve the inference problem, the …

Inferring entropy production rate from partially observed Langevin dynamics under coarse-graining

A Ghosal, G Bisker - Physical Chemistry Chemical Physics, 2022 - pubs.rsc.org
The entropy production rate (EPR) measures time-irreversibility in systems operating far
from equilibrium. The challenge in estimating the EPR for a continuous variable system is …