stochastic dynamical systems

https://openreview.net/forum?id=zcxmgfm9eE&referrer=%5Bthe%20profile%20of%20Lea%20Duncker%5D(%2Fprofile%3Fid%3D~Lea_Duncker1)

Learning interpretable continuous-time models of latent stochastic dynamical systems | OpenReview

We develop an approach to learn an interpretable semi-parametric model of a latent continuous-time stochastic dynamical system, assuming noisy high-dimensional...

stochastic dynamical systems continuous time learning models latent

https://openreview.net/forum?id=H1WOWobu-B&referrer=%5Bthe%20profile%20of%20Lea%20Duncker%5D(%2Fprofile%3Fid%3D~Lea_Duncker1)

Learning interpretable continuous-time models of latent stochastic dynamical systems | OpenReview

We develop an approach to learn an interpretable semi-parametric model of a latent continuous-time stochastic dynamical system, assuming noisy high-dimensional...

stochastic dynamical systems continuous time learning models latent

https://www.nist.gov/publications/chaotic-transitions-deterministic-and-stochastic-dynamical-systems-application-melnikov

Chaotic Transitions in Deterministic and Stochastic Dynamical Systems: Application of Melnikov...

The classical Melnikov method provides information on the behavior of deterministic planar systems that may exhibit transitions, i.e.

stochastic dynamical systems chaotic transitions deterministic application

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