Enrico Schiassi

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 · 177 citations

Engineering, Pde-constrained Optimization, Physics +11

Mass Loss From Calving in Himalayan Proglacial Lakes

C. Scott Watson, Jeffrey S. Kargel, Dan H. Shugar et al. · Frontiers in Earth Science · 2020 · 96 citations · Full text

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 · 67 citations

Numerical Analysis, Engineering, Machine Learning +18

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 · 63 citations

Numerical Analysis, Rarefied Flow, Thermal Creep Flow +12

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 · 53 citations · Full text

Engineering, Machine Learning, Ordinary Differential Equations +19