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Large deviations for the skew-detailed-balance lifted-Markov processes to sample the equilibrium distribution of the Curie–Weiss model

Subjects: Statistics and Probability; Markov process; FOS: Physical sciences

  • Source: Journal of Statistical Mechanics: Theory and ExperimentJournal of Statistical Mechanics: Theory and Experiment, IOP Publishing, 2021, 2021 (10), pp.103202. ⟨10.1088/1742-5468/ac22f9⟩

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Inference of Markov models from trajectories via Large Deviations at Level 2.5 with applications to random walks in disordered media

Subjects: 0301 basic medicine; Statistics and Probability; Inference

  • Source: Journal of Statistical Mechanics: Theory and ExperimentJournal of Statistical Mechanics: Theory and Experiment, IOP Publishing, 2021, 2021 (6), pp.063211. ⟨10.1088/1742-5468/ac06c0⟩

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Large deviations at various levels for run-and-tumble processes with space-dependent velocities and space-dependent switching rates

Subjects: Statistics and Probability; Physics; [PHYS]Physics [physics]

  • Source: Journal of Statistical Mechanics: Theory and ExperimentJournal of Statistical Mechanics: Theory and Experiment, IOP Publishing, 2021, 2021 (8), pp.083212. ⟨10.1088/1742-5468/ac0edf⟩

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