58 citations · 95 across the 8 of their papers we have counts for
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cond-mat.stat-mech2021
Deterministic particle flows for constraining stochastic nonlinear systems
Dimitra Maoutsa, Manfred Opper
Devising optimal interventions for constraining stochastic systems is a challenging endeavour that has to confront the interplay between randomness and nonlinearity. Existing metho…
cond-mat.stat-mech2021★ 1 cited
Deterministic particle flows for constraining SDEs
Dimitra Maoutsa, Manfred Opper
Devising optimal interventions for diffusive systems often requires the solution of the Hamilton-Jacobi-Bellman (HJB) equation, a nonlinear backward partial differential equation (…
cond-mat.stat-mech2020★ 58 cited
Interacting particle solutions of Fokker-Planck equations through gradient-log-density estimation
Dimitra Maoutsa, Sebastian Reich, Manfred Opper
Fokker-Planck equations are extensively employed in various scientific fields as they characterise the behaviour of stochastic systems at the level of probability density functions…