ADM-CLE approach for detecting slow variables in continuous time Markov chains and dynamic data

A method for detecting intrinsic slow variables in high-dimensional stochastic chemical reaction networks is developed and analyzed. It combines anisotropic diffusion maps (ADM) with approximations based on the chemical Langevin equation (CLE). The resulting approach, called ADM-CLE, has the potenti...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awduron: Cucuringu, M, Erban, R
Fformat: Journal article
Cyhoeddwyd: 2015