FET-LM: Flow-Enhanced Variational Autoencoder for Topic-Guided Language Modeling.
Sign Up to like & getrecommendations! Published in 2023 at "IEEE transactions on neural networks and learning systems"
DOI: 10.1109/tnnls.2023.3249253
Abstract: Variational autoencoder (VAE) is widely used in tasks of unsupervised text generation due to its potential of deriving meaningful latent spaces, which, however, often assumes that the distribution of texts follows a common yet poor-expressed… read more here.
Keywords: flow enhanced; topic; sequence; topic guided ... See more keywords
An assessment of models for flow-enhanced nucleation in an n-alkane melt by molecular simulation
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Rheology"
DOI: 10.1122/1.5091945
Abstract: Flow-enhanced nucleation of the crystal phase under shear and uniaxial extension for a monodisperse melt of n-pentacontahectane (C150H302 or C150) chains was studied by nonequilibrium molecular dynamics simulation. The resulting acceleration in the crystal nucleation… read more here.
Keywords: enhanced nucleation; nucleation rate; flow enhanced; simulation ... See more keywords