Mariapia De Rosa

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 6

Top Topics

Multilayer Perceptron

Top Venues

Math. Comput. Simul.

J. Optim. Theory Appl.

Comput. Math. Appl.

Publications

Salvatore Cuomo, Mariapia De Rosa, Francesco Piccialli, Laura Pompameo
Railway safety through predictive vertical displacement analysis using the PINN-EKF synergy. Math. Comput. Simul. 223 (2024)
Pasquale Ambrosio, Salvatore Cuomo, Mariapia De Rosa
A physics-informed deep learning approach for solving strongly degenerate parabolic problems. CoRR (2023)
Mariapia De Rosa, Fabio Giampaolo, Francesco Piccialli, Salvatore Cuomo
Modelling the COVID-19 infection rate through a Physics-Informed learning approach. PDP (2023)
Salvatore Cuomo, Mariapia De Rosa, Fabio Giampaolo, Stefano Izzo, Vincenzo Schiano Di Cola
Solving groundwater flow equation using physics-informed neural networks. Comput. Math. Appl. 145 (2023)
Fabio Giampaolo, Mariapia De Rosa, Pian Qi, Stefano Izzo, Salvatore Cuomo
Physics-informed neural networks approach for 1D and 2D Gray-Scott systems. Adv. Model. Simul. Eng. Sci. 9 (1) (2022)
Mariapia De Rosa, Antonio Giuseppe Grimaldi
A Local Boundedness Result for a Class of Obstacle Problems with Non-Standard Growth Conditions. J. Optim. Theory Appl. 195 (1) (2022)