We address a data-driven approach to the numerical approximation of coarse-grained stable,unstable and center manifolds of microscopic/stochastic and large-scale black-box simulators. Our approach, which makes use of data derived by short-time simulations is based on the Equation-Free framework for multiscale computations.
Equation-Free Computation of Invariant Manifolds of Microscopic Simulators / Siettos, Konstantinos; Russo, Lucia. - (2019). (Intervento presentato al convegno AICHE Annual Meeting tenutosi a Orlando, USA nel 12 November, 2019).
Equation-Free Computation of Invariant Manifolds of Microscopic Simulators
Konstantinos Siettos
;
2019
Abstract
We address a data-driven approach to the numerical approximation of coarse-grained stable,unstable and center manifolds of microscopic/stochastic and large-scale black-box simulators. Our approach, which makes use of data derived by short-time simulations is based on the Equation-Free framework for multiscale computations.File in questo prodotto:
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