232 citations · 862 across the 46 of their papers we have counts for
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math.PR2015
Large deviations for configurations generated by Gibbs distributions with energy functionals consisting of singular interaction and weakly confining potentials
Paul Dupuis, Vaios Laschos, Kavita Ramanan
We establish large deviation principles (LDPs) for empirical measures associated with a sequence of Gibbs distributions on -particle configurations, each of which is defined in…
math.PR2015★ 1 cited
Path-space information bounds for uncertainty quantification and sensitivity analysis of stochastic dynamics
Paul Dupuis, Markos A. Katsoulakis, Yannis Pantazis +1
Uncertainty quantification is a primary challenge for reliable modeling and simulation of complex stochastic dynamics. Such problems are typically plagued with incomplete informati…