Matteo Caldana

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 4

Top Topics

Learning Algorithm

Artificial Neural Networks

Conservation Laws

Top Venues

Comput. Math. Appl.

Publications

Matteo Caldana, Paola F. Antonietti, Luca Dede'
A deep learning algorithm to accelerate algebraic multigrid methods in finite element solvers of 3D elliptic PDEs. Comput. Math. Appl. 167 (2024)
Matteo Caldana, Paola F. Antonietti, Luca Dedè
Discovering Artificial Viscosity Models for Discontinuous Galerkin Approximation of Conservation Laws using Physics-Informed Machine Learning. CoRR (2024)
Matteo Caldana, Paola F. Antonietti, Luca Dede'
A Deep Learning algorithm to accelerate Algebraic Multigrid methods in Finite Element solvers of 3D elliptic PDEs. CoRR (2023)
Paola F. Antonietti, Matteo Caldana, Luca Dedè
Accelerating Algebraic Multigrid Methods via Artificial Neural Networks. CoRR (2021)