Mario De Florio

Extreme theory of functional connections: A fast physics-informed neural network method for solving ordinary and partial differential equations

Enrico Schiassi, Roberto Furfaro, Carl Leake et al. · Neurocomputing · 2021 · 194 citations

Natural Sciences, Mathematics, Physics +17

Physics-informed neural networks and functional interpolation for stiff chemical kinetics

Mario De Florio, Enrico Schiassi, Roberto Furfaro · Chaos An Interdisciplinary Journal of Nonlinear Science · 2022 · 82 citations

Natural Sciences, Chemical Engineering, Physics +17

Physics-informed neural networks for rarefied-gas dynamics: Thermal creep flow in the Bhatnagar–Gross–Krook approximation

Mario De Florio, Enrico Schiassi, B. D. Ganapol et al. · Physics of Fluids · 2021 · 67 citations

Engineering, Mechanical Engineering, Physics +14

Physics-Informed Neural Networks and Functional Interpolation for Data-Driven Parameters Discovery of Epidemiological Compartmental Models

Enrico Schiassi, Mario De Florio, Andrea D’Ambrosio et al. · Mathematics · 2021 · 60 citations · Full text

Pharmacy, Biostatistics, Compartmental Analysis +14

Physics-informed neural networks for the point kinetics equations for nuclear reactor dynamics

Enrico Schiassi, Mario De Florio, B. D. Ganapol et al. · Annals of Nuclear Energy · 2021 · 54 citations

Engineering, Nuclear Engineering, Physics +16