An Exploration Algorithm for Stochastic Simulators Driven by Energy Gradients

An Exploration Algorithm for Stochastic Simulators Driven by Energy Gradients

In recent work, we have illustrated the construction of an exploration geometry on free energy surfaces: the adaptive computer-assisted discovery of an approximate low-dimensional manifold on which the effective dynamics of the system evolves. Constructing such an exploration geometry involves geome...

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Bibliographic Details
Main Authors: Anastasia S. Georgiou, Juan M. Bello-Rivas, Charles William Gear, Hau-Tieng Wu, Eliodoro Chiavazzo, Ioannis G. Kevrekidis
Format: Article
Language:English
Published: MDPI AG 2017-06-01
Series:Entropy
Subjects:
stochastic differential equations
model reduction
gradient systems
data mining
molecular dynamics
Online Access:http://www.mdpi.com/1099-4300/19/7/294

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http://www.mdpi.com/1099-4300/19/7/294

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