Francesco Mezzadri

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 17

Top Topics

Nonlinear Programming

Linear Complementarity Problem

Random Matrix Theory

Top Venues

Numer. Algorithms

J. Optim. Theory Appl.

Math. Comput. Simul.

Publications

Francesco Mezzadri, Joshua Gasick, Xiaoping Qian
A Framework for Physics-Informed Deep Learning Over Freeform Domains. Comput. Aided Des. 160 (2023)
Nicholas P. Baskerville, Jonathan P. Keating, Francesco Mezzadri, Joseph Najnudel, Diego Granziol
Universal characteristics of deep neural network loss surfaces from random matrix theory. CoRR (2022)
Francesco Mezzadri, Emanuele Galligani
Projected Splitting Methods for Vertical Linear Complementarity Problems. J. Optim. Theory Appl. 193 (1) (2022)
Francesco Mezzadri
A modulus-based formulation for the vertical linear complementarity problem. Numer. Algorithms 90 (4) (2022)
Francesco Mezzadri, Emanuele Galligani
Modulus-based matrix splitting methods for a class of horizontal nonlinear complementarity problems. Numer. Algorithms 87 (2) (2021)
Nicholas P. Baskerville, Jonathan P. Keating, Francesco Mezzadri, Joseph Najnudel
A spin-glass model for the loss surfaces of generative adversarial networks. CoRR (2021)
Francesco Mezzadri, Emanuele Galligani
A modulus-based nonsmooth Newton's method for solving horizontal linear complementarity problems. Optim. Lett. 15 (5) (2021)
Francesco Mezzadri
On the solution of general absolute value equations. Appl. Math. Lett. 107 (2020)
Francesco Mezzadri, Xiaoping Qian
A second-order measure of boundary oscillations for overhang control in topology optimization. J. Comput. Phys. 410 (2020)
Francesco Mezzadri
Modulus-based synchronous multisplitting methods for solving horizontal linear complementarity problems on parallel computers. Numer. Linear Algebra Appl. 27 (5) (2020)
Francesco Mezzadri, Emanuele Galligani
On the convergence of modulus-based matrix splitting methods for horizontal linear complementarity problems in hydrodynamic lubrication. Math. Comput. Simul. 176 (2020)
Francesco Mezzadri, Emanuele Galligani
Modulus-based matrix splitting methods for horizontal linear complementarity problems. Numer. Algorithms 83 (1) (2020)
Nicholas P. Baskerville, Jonathan P. Keating, Francesco Mezzadri, Joseph Najnudel
The Loss Surfaces of Neural Networks with General Activation Functions. CoRR (2020)
Francesco Mezzadri, Emanuele Galligani
Splitting Methods for a Class of Horizontal Linear Complementarity Problems. J. Optim. Theory Appl. 180 (2) (2019)
Francesco Mezzadri, Emanuele Galligani
A nonlinearity lagging method for non-steady diffusion equations with nonlinear convection terms. Adv. Comput. Math. 45 (3) (2019)
Francesco Mezzadri, Emanuele Galligani
On the Lagged Diffusivity Method for the Solution of Nonlinear Finite Difference Systems. Algorithms 10 (3) (2017)
Francesco Mezzadri, Emanuele Galligani
A Chebyshev technique for the solution of optimal control problems with nonlinear programming methods. Math. Comput. Simul. 121 (2016)