Thermodynamic bounds on spectral perturbations, with applications to oscillations and relaxation dynamics
arXiv:2304.01714 · doi:10.1103/PhysRevResearch.6.013082
Abstract
In discrete-state Markovian systems, many important properties of correlations functions and relaxation dynamics depend on the spectrum of the rate matrix. Here we demonstrate the existence of a universal trade-off between thermodynamic and spectral properties. We show that the entropy production rate, the fundamental thermodynamic cost of a nonequilibrium steady state, bounds the difference between the eigenvalues of a nonequilibrium rate matrix and a reference equilibrium rate matrix. Using this result, we derive thermodynamic bounds on the spectral gap, which governs autocorrelations times and the speed of relaxation to steady state. We also derive thermodynamic bounds on the imaginary eigenvalues, which govern the speed of oscillations. We illustrate our approach using a simple model of biomolecular sensing.
References in corpus (32)
- Stochastic thermodynamics under coarse-graining
- Ensemble and Trajectory Thermodynamics: A Brief Introduction
- The Three Faces of the Second Law: I. Master Equation Formulation
- The Energetic Costs of Cellular Computation
- Mutual information between in- and output trajectories of biochemical networks
- Markov Chain Monte Carlo Method without Detailed Balance
- Irreversibility and biased ensembles in active matter: Insights from stochastic thermodynamics
- Frenesy: time-symmetric dynamical activity in nonequilibria
- Irreversible Monte Carlo Algorithms for Efficient Sampling
- Local detailed balance
- Thermodynamics of Error Correction
- Non-reversible Metropolis-Hastings
- Thermodynamic and Kinetic Analysis of Sensitivity Amplification in Biological Signal Transduction
- Thermodynamic Bound on the Asymmetry of Cross-Correlations
- Coherence of Biochemical Oscillations is Bounded by Driving Force and Network Topology
- Time-symmetric fluctuations in nonequilibrium systems
- Chemical sensing by nonequilibrium cooperative receptors
- Universal thermodynamic bounds on nonequilibrium response with biochemical applications
- Violation of detailed balance accelerates relaxation
- Landauer in the age of synthetic biology: energy consumption and information processing in biochemical networks
- Eigenvalue crossing as a phase transition in relaxation dynamics
- Acceleration of convergence to equilibrium in Markov chains by breaking detailed balance
- Eigenvalue analysis of an irreversible random walk with skew detailed balance conditions
- Stochastic discrete time crystals: Entropy production and subharmonic synchronization
- Inflow rate, a time-symmetric observable obeying fluctuation relations
- Entropy production limits all fluctuation oscillations
- High chemical affinity increases the robustness of biochemical oscillations
- Optimization of Markov process violates detailed balance condition
- Time-dependent information transmission in a model regulatory circuit
- Fisher information of Markovian decay modes - Nonequilibrium equivalence principle, dynamical phase transitions and coarse graining
- Accelerating, to some extent, the -spin dynamics
- Affinity-dependent bound on the spectrum of stochastic matrices
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- Universal bounds on optimization of free energy harvesting
- Thermodynamic bounds on the asymmetry of cross-correlations with dynamical activity and entropy production
- Stochastic Thermodynamics of Non-reciprocally Interacting Particles and Fields
- Thermodynamic Geometric Constraint on the Spectrum of Markov Rate Matrices
- Universal trade-off between irreversibility and intrinsic timescale in thermal relaxation with applications to thermodynamic inference