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Ergodicity and large deviations in physical systems with stochastic dynamics
RL Jack - The European Physical Journal B, 2020 - Springer
In ergodic physical systems, time-averaged quantities converge (for large times) to their
ensemble-averaged values. Large deviation theory describes rare events where these time …
ensemble-averaged values. Large deviation theory describes rare events where these time …
Optimal sampling of dynamical large deviations via matrix product states
The large deviation statistics of dynamical observables is encoded in the spectral properties
of deformed Markov generators. Recent works have shown that tensor network methods are …
of deformed Markov generators. Recent works have shown that tensor network methods are …
[HTML][HTML] Variational control forces for enhanced sampling of nonequilibrium molecular dynamics simulations
We introduce a variational algorithm to estimate the likelihood of a rare event within a
nonequilibrium molecular dynamics simulation through the evaluation of an optimal control …
nonequilibrium molecular dynamics simulation through the evaluation of an optimal control …
Coupling rare event algorithms with data-based learned committor functions using the analogue Markov chain
Rare events play a crucial role in many physics, chemistry, and biology phenomena, when
they change the structure of the system, for instance in the case of multistability, or when …
they change the structure of the system, for instance in the case of multistability, or when …
[HTML][HTML] Nearly reducible finite Markov chains: Theory and algorithms
DJ Sharpe, DJ Wales - The Journal of Chemical Physics, 2021 - pubs.aip.org
Finite Markov chains, memoryless random walks on complex networks, appear commonly
as models for stochastic dynamics in condensed matter physics, biophysics, ecology …
as models for stochastic dynamics in condensed matter physics, biophysics, ecology …
Building continuous time crystals from rare events
Symmetry-breaking dynamical phase transitions (DPTs) abound in the fluctuations of
nonequilibrium systems. Here, we show that the spectral features of a particular class of …
nonequilibrium systems. Here, we show that the spectral features of a particular class of …
[HTML][HTML] Rare event sampling methods
With continuously increasing available computer power, complex numerical models have
become indispensable tools in various branches of science. However, if we consider very …
become indispensable tools in various branches of science. However, if we consider very …
The continuum between temperament and mental illness as dynamical phases and transitions
W Sulis - Frontiers in Psychiatry, 2021 - frontiersin.org
The full range of biopsychosocial complexity is mind-boggling, spanning a vast range of
spatiotemporal scales with complicated vertical, horizontal, and diagonal feedback …
spatiotemporal scales with complicated vertical, horizontal, and diagonal feedback …
Exact distributions of currents and frenesy for Markov bridges
We consider discrete-time Markov bridges, chains whose initial and final states coincide. We
derive exact finite-time formulae for the joint probability distributions of additive functionals of …
derive exact finite-time formulae for the joint probability distributions of additive functionals of …
Finding the effective dynamics to make rare events typical in chaotic maps
Dynamical fluctuations or rare events associated with atypical trajectories in chaotic maps
due to specific initial conditions can crucially determine their fate, as the may lead to stability …
due to specific initial conditions can crucially determine their fate, as the may lead to stability …