113 citations · 784 across the 39 of their papers we have counts for
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cond-mat.stat-mech2018★ 104 cited
Numerical computation of rare events via large deviation theory
Tobias Grafke, Eric Vanden-Eijnden
An overview of rare events algorithms based on large deviation theory (LDT) is presented. It covers a range of numerical schemes to compute the large deviation minimizer in various…
cond-mat.stat-mech2018
Extreme event quantification in dynamical systems with random components
Giovanni Dematteis, Tobias Grafke, Eric Vanden-Eijnden
A central problem in uncertainty quantification is how to characterize the impact that our incomplete knowledge about models has on the predictions we make from them. This question…
cond-mat.stat-mech2018★ 5 cited
String Method for Generalized Gradient Flows: Computation of Rare Events in Reversible Stochastic Processes
Tobias Grafke
Rare transitions in stochastic processes can often be rigorously described via an underlying large deviation principle. Recent breakthroughs in the classification of reversible sto…