15 citations · 19 across the 3 of their papers we have counts for
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cond-mat.stat-mech2024
Quasi-potential and drift decomposition in stochastic systems by sparse identification
Leonardo Grigorio, Mnerh Alqahtani
The quasi-potential is a key concept in stochastic systems as it accounts for the long-term behavior of the dynamics of such systems. It also allows us to estimate mean exit times…
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…