40 citations · 57 across the 11 of their papers we have counts for
4 papers · 1 filter
Turbulent Details Simulation for SPH Fluids via Vorticity Refinement
Sinuo Liu, Xiaokun Wang, Xiaojuan Ban +4
A major issue in Smoothed Particle Hydrodynamics (SPH) approaches is the numerical dissipation during the projection process, especially under coarse discretizations. High-frequenc…
Semi-supervised deep learning based on label propagation in a 2D embedded space
Barbara Caroline Benato, Jancarlo Ferreira Gomes, Alexandru Cristian Telea +1
While convolutional neural networks need large labeled sets for training images, expert human supervision of such datasets can be very laborious. Proposed solutions propagate label…
Semi-Automatic Data Annotation guided by Feature Space Projection
Barbara Caroline Benato, Jancarlo Ferreira Gomes, Alexandru Cristian Telea +1
Data annotation using visual inspection (supervision) of each training sample can be laborious. Interactive solutions alleviate this by helping experts propagate labels from a few…
Supporting Optimal Phase Space Reconstructions Using Neural Network Architecture for Time Series Modeling
Lucas Pagliosa, Alexandru Telea, Rodrigo Mello
The reconstruction of phase spaces is an essential step to analyze time series according to Dynamical System concepts. A regression performed on such spaces unveils the relationshi…