1-1 of 1
Keywords: SuperMeshing
Close
Save search
Follow your search
Access your saved searches in your account
Would you like to receive an alert when new items match your search?
Close Modal
Sort by
Journal Articles

SuperMeshing: A New Deep Learning Architecture for Increasing the Mesh Density of Physical Fields in Metal Forming Numerical Simulation

Qingfeng Xu, Zhenguo Nie, Handing Xu, Haosu Zhou, Hamid Reza Attar, Nan Li, Fugui Xie, Xin-Jun Liu
Journal: Journal of Applied Mechanics
Article Type: Research Papers
J. Appl. Mech. January 2022, 89(1): 011002.
Paper No: JAM-21-1240
https://doi.org/10.1115/1.4052195
Published Online: September 13, 2021
... 05 2021 13 08 2021 13 08 2021 13 09 2021 SuperMeshing metal forming physical fields deep learning attention mechanism Numerical methods, for instance, finite element method (FEM), are widely used in the engineering domain [ 1 , 2 ] for quantitative solutions...
View Article titled, <span class="search-highlight">SuperMeshing</span>: A New Deep Learning Architecture for Increasing the Mesh Density of Physical Fields in Metal Forming Numerical Simulation
Open the PDF for <span class="search-highlight">SuperMeshing</span>: A New Deep Learning Architecture for Increasing the Mesh Density of Physical Fields in Metal Forming Numerical Simulation in another window
Topics: Density, Finite element methods, Metalworking, Interpolation, Resolution (Optics)