113 citations · 784 across the 39 of their papers we have counts for
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cond-mat.stat-mech2020★ 15 cited
Instantons for rare events in heavy-tailed distributions
Mnerh Alqahtani, Tobias Grafke
Large deviation theory and instanton calculus for stochastic systems are widely used to gain insight into the evolution and probability of rare events. At its core lies the realiza…
cond-mat.stat-mech2020
Approximate optimal controls via instanton expansion for low temperature free energy computation
Grégoire Ferré, Tobias Grafke
The computation of free energies is a common issue in statistical physics. A natural technique to compute such high dimensional integrals is to resort to Monte Carlo simulations. H…
physics.ao-ph2020★ 39 cited
Dynamical Landscape and Multistability of a Climate Model
Georgios Margazoglou, Tobias Grafke, Alessandro Laio +1
We apply two independent data analysis methodologies to locate stable climate states in an intermediate complexity climate model and analyze their interplay. First, drawing from th…