488 citations · 499 across the 4 of their papers we have counts for
4 papers
Data-driven approximation of transfer operators for mean-field stochastic differential equations
Eirini Ioannou, Stefan Klus, Gonçalo dos Reis
Mean-field stochastic differential equations, also called McKean--Vlasov equations, are the limiting equations of interacting particle systems with fully symmetric interaction pote…
"Knees" in lithium-ion battery aging trajectories
Peter M. Attia, Alexander Bills, Ferran Brosa Planella +14
Lithium-ion batteries can last many years but sometimes exhibit rapid, nonlinear degradation that severely limits battery lifetime. In this work, we review prior work on "knees" in…
Regression-type analysis for block maxima on block maxima
Miguel de Carvalho, Gonçalo dos Reis, Alina Kumukova
This paper devises a regression-type model for the situation where both the response and covariates are extreme. The proposed approach is designed for the setting where both the re…
Well-posedness and tamed Euler schemes for McKean-Vlasov equations driven by Lévy noise
Neelima, Sani Biswas, Chaman Kumar +2
We prove the well-posedness of solutions to McKean-Vlasov stochastic differential equations driven by Lévy noise under mild assumptions where, in particular, the Lévy measure is no…