Proper orthogonal decomposition reduced-order extrapolation continuous space-time finite element method for the two-dimensional unsteady Stokes equation
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Mathematical Analysis and Applications"
DOI: 10.1016/j.jmaa.2019.02.021
Abstract: Abstract In this study, we mainly consider the order reduction for the solution coefficient vectors of the classical continuous space-time finite element (CCSTFE) method for the two-dimensional (2D) unsteady Stokes equation. First, we construct the… read more here.
Keywords: time finite; order; method; continuous space ... See more keywords
Phase behavior of continuous-space systems: A supervised machine learning approach
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Chemical Physics"
DOI: 10.1063/5.0014194
Abstract: The phase behavior of complex fluids is a challenging problem for molecular simulations. Supervised machine learning (ML) methods have shown potential for identifying the phase boundaries of lattice models. In this work, we extend these… read more here.
Keywords: phase; machine learning; supervised machine; phase behavior ... See more keywords