Let $(X_t)_{t\ge 0}$ be the stochastic process solution to the overdamped Langevin dynamics $$dX_t=-\nabla f(X_t) \, dt +\sqrt h \, dB_t$$ and let $\Omega \subset \mathbb R^d $ be the basin of attraction of a local minimum of $f: \mathbb R^d \to \mathbb R$. Up to a small perturbation of $\Omega$ to make it smooth, we prove that the exit rates of $(X_t)_{t\ge 0}$ from $\Omega$ through each of the saddle points of $f$ on $\partial \Omega$ can be parametrized by the celebrated Eyring-Kramers laws, in the limit $h \to 0$. This result provides firm mathematical grounds to jump Markov models which are used to model the evolution of molecular systems, as well as to some numerical methods which use these underlying jump Markov models to efficiently...
International audienceWe consider the first exit point distribution from a bounded domain Ω of the s...
International audienceThe objective of this review article is to present recent results on the mathe...
We are interested in the connection between a metastable continuous state space Markov process (sati...
Let $(X_t)_{t\ge 0}$ be the stochastic process solution to the overdamped Langevin dynamics $$dX_t=-...
Let $(X_t)_{t\ge 0}$ be the stochastic process solution to the overdamped Langevin dynamics $$dX_t...
146 pagesInternational audienceWe consider the exit event from a metastable state for the overdamped...
International audienceIn molecular dynamics, several algorithms have been designed over the past few...
This thesis is dedicated to the study of the sharp asymptotic behaviour in the low temperature reg...
This thesis is dedicated to the study of the sharp asymptotic behaviour in the low temperature reg...
We consider the exit event from a metastable state for the overdamped Langevin dynamics dXt=-∇f(Xt)d...
International audienceWe consider the first exit point distribution from a bounded domain $\Omega$ ...
Let $(X_t)_{t\ge 0}$ be the overdamped Langevin process on $\mathbb R^d$, i.e. the solution of th...
International audienceWe consider the first exit point distribution from a bounded domain Ω of the s...
International audienceThe objective of this review article is to present recent results on the mathe...
We are interested in the connection between a metastable continuous state space Markov process (sati...
Let $(X_t)_{t\ge 0}$ be the stochastic process solution to the overdamped Langevin dynamics $$dX_t=-...
Let $(X_t)_{t\ge 0}$ be the stochastic process solution to the overdamped Langevin dynamics $$dX_t...
146 pagesInternational audienceWe consider the exit event from a metastable state for the overdamped...
International audienceIn molecular dynamics, several algorithms have been designed over the past few...
This thesis is dedicated to the study of the sharp asymptotic behaviour in the low temperature reg...
This thesis is dedicated to the study of the sharp asymptotic behaviour in the low temperature reg...
We consider the exit event from a metastable state for the overdamped Langevin dynamics dXt=-∇f(Xt)d...
International audienceWe consider the first exit point distribution from a bounded domain $\Omega$ ...
Let $(X_t)_{t\ge 0}$ be the overdamped Langevin process on $\mathbb R^d$, i.e. the solution of th...
International audienceWe consider the first exit point distribution from a bounded domain Ω of the s...
International audienceThe objective of this review article is to present recent results on the mathe...
We are interested in the connection between a metastable continuous state space Markov process (sati...