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Mariapia De Rosa
Publication Activity (10 Years)
Years Active: 2022-2023
Publications (10 Years): 5
Top Topics
Multilayer Perceptron
Algebraic Equations
Navier Stokes
Neural Network
Top Venues
CoRR
J. Optim. Theory Appl.
Comput. Math. Appl.
Adv. Model. Simul. Eng. Sci.
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Publications
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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)