articleSIAM ReviewJan 1, 2019BRONZE OA

A New Class of Efficient and Robust Energy Stable Schemes for Gradient Flows

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Abstract

We propose a new numerical technique to deal with nonlinear terms in gradient flows. By introducing a scalar auxiliary variable (SAV), we construct efficient and robust energy stable schemes for a large class of gradient flows. The SAV approach is not restricted to specific forms of the nonlinear part of the free energy, and only requires to solve {\it decoupled} linear equations with {\it constant coefficients}. We use this technique to deal with several challenging applications which can not be easily handled by existing approaches, and present convincing numerical results to show that our schemes are not only much more efficient and easy to implement, but can also better capture the physical properties in…

Citation impact

671
total citations
FWCI
51.06
Percentile
100%
References
75
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Authors

3

Topics & keywords

Keywords
  • Nonlinear system
  • Construct (python library)
  • Applied mathematics
  • Scalar (mathematics)
  • Energy (signal processing)
  • Computer science
  • Class (philosophy)
  • Mathematical optimization
UN Sustainable Development Goals
  • Affordable and clean energy
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