751 citations · 3.2k across the 102 of their papers we have counts for
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Boundary layers in stochastic thermodynamics
Erik Aurell, Carlos Mejia-Monasterio, Paolo Muratore-Ginanneschi
We study the problem of optimizing released heat or dissipated work in stochastic thermodynamics. In the overdamped limit these functionals have singular solutions, previously inte…
Dynamic mean-field and cavity methods for diluted Ising systems
Erik Aurell, Hamed Mahmoudi
We compare dynamic mean-field and dynamic cavity as methods to describe the stationary states of dilute kinetic Ising models. We compute dynamic mean-field theory by expanding in i…
Inverse Ising inference using all the data
Erik Aurell, Magnus Ekeberg
We show that a method based on logistic regression, using all the data, solves the inverse Ising problem far better than mean-field calculations relying only on sample pairwise cor…
Three lemmas on the dynamic cavity method
Erik Aurell, Hamed Mahmoudi
We study the dynamic cavity method for dilute kinetic Ising models with synchronous update rules. For the parallel update rule we find for fully asymmetric models that the dynamic…