Time irreversibility in active matter, from micro to macro
Active matter encompasses systems whose individual constituents dissipate energy to exert
propelling forces on their environment. These systems exhibit dynamical phenomena with …
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
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 …
perspective. In recent years, with the establishment of the field of stochastic and quantum …
Machine learning and physics: A survey of integrated models
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 …
physics and engineering perspectives. The recognition of different systems and the capacity …
Improved bounds on entropy production in living systems
Living systems maintain or increase local order by working against the second law of
thermodynamics. Thermodynamic consistency is restored as they consume free energy …
thermodynamics. Thermodynamic consistency is restored as they consume free energy …
Variance sum rule for entropy production
Entropy production is the hallmark of nonequilibrium physics, quantifying irreversibility,
dissipation, and the efficiency of energy transduction processes. Despite many efforts, its …
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
Time-reversal symmetry breaking and entropy production are universal features of
nonequilibrium phenomena. Despite its importance in the physics of active and living …
nonequilibrium phenomena. Despite its importance in the physics of active and living …
Perspectives on adaptive dynamical systems
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 …
technology. For example, adaptive couplings appear in various real-world systems, such as …
Estimating time-dependent entropy production from non-equilibrium trajectories
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 …
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
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 …
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
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 …
from equilibrium. The challenge in estimating the EPR for a continuous variable system is …