NP-ODE: Neural process aided ordinary differential equations for uncertainty quantification of finite element analysis
Sign Up to like & getrecommendations! Published in 2021 at "IISE Transactions"
DOI: 10.1080/24725854.2021.1891485
Abstract: Abstract Finite Element Analysis (FEA) has been widely used to generate simulations of complex nonlinear systems. Despite its strength and accuracy, FEA usually has two limitations: (i) running high-fidelity FEA often requires high computational cost… read more here.
Keywords: uncertainty quantification; finite element; neural process; process aided ... See more keywords
SNPD: Semi-Supervised Neural Process Dehazing Network with Asymmetry Pseudo Labels
Sign Up to like & getrecommendations! Published in 2022 at "Symmetry"
DOI: 10.3390/sym14040806
Abstract: Haze can cause a significant reduction in the contrast and brightness of images. CNN-based methods have achieved benign performance on synthetic data. However, they show weak generalization performance on real data because they are only… read more here.
Keywords: network; neural process; semi supervised; pseudo labels ... See more keywords