2 citations · 2 across the 2 of their papers we have counts for
3 papers
cs.LG2022★ 2 cited
Towards Neural Sparse Linear Solvers
Luca Grementieri, Paolo Galeone
Large sparse symmetric linear systems appear in several branches of science and engineering thanks to the widespread use of the finite element method (FEM). The fastest sparse line…
cs.LG2022
StAnD: A Dataset of Linear Static Analysis Problems
Luca Grementieri, Francesco Finelli
Static analysis of structures is a fundamental step for determining the stability of structures. Both linear and non-linear static analyses consist of the resolution of sparse line…
cs.LG2021
Model-centric Data Manifold: the Data Through the Eyes of the Model
Luca Grementieri, Rita Fioresi
We discover that deep ReLU neural network classifiers can see a low-dimensional Riemannian manifold structure on data. Such structure comes via the local data matrix, a variation o…