42 citations · 51 across the 2 of their papers we have counts for
2 papers
cs.LG2022★ 42 cited
Attention U-Net as a surrogate model for groundwater prediction
Maria Luisa Taccari, Jonathan Nuttall, Xiaohui Chen +3
Numerical simulations of groundwater flow are used to analyze and predict the response of an aquifer system to its change in state by approximating the solution of the fundamental…
math.NA2020★ 9 cited
MeshingNet: A New Mesh Generation Method based on Deep Learning
Zheyan Zhang, Yongxing Wang, Peter K. Jimack +1
We introduce a novel approach to automatic unstructured mesh generation using machine learning to predict an optimal finite element mesh for a previously unseen problem. The framew…