Umberto Zerbinati

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 7

Top Topics

Regression Problems

Top Venues

Publications

Stefano Zampini, Umberto Zerbinati, George Turkiyyah, David E. Keyes
PETScML: Second-order solvers for training regression problems in Scientific Machine Learning. CoRR (2024)
Tim van Beeck, Umberto Zerbinati
An adaptive mesh refinement strategy to ensure quasi-optimality of the conforming finite element method for the Helmholtz equation via T-coercivity. CoRR (2024)
Clarissa Astuto, Armando Coco, Umberto Zerbinati
A comparison of the Coco-Russo scheme and [ghost]-FEM for elliptic equations in arbitrary domains. CoRR (2024)
Stefano Zampini, Umberto Zerbinati, George Turkyyiah, David E. Keyes
PETScML: Second-Order Solvers for Training Regression Problems in Scientific Machine Learning. PASC (2024)
Clarissa Astuto, Daniele Boffi, Giovanni Russo, Umberto Zerbinati
A nodal ghost method based on variational formulation and regular square grid for elliptic problems on arbitrary domains in two space dimensions. CoRR (2024)
Manuel Luigi Trezzi, Umberto Zerbinati
When rational functions meet virtual elements: The lightning Virtual Element Method. CoRR (2023)
Umberto Zerbinati
PINNs and GaLS: An Priori Error Estimates for Shallow Physically Informed Neural Network Applied to Elliptic Problems. CoRR (2022)