A Study on a Feedforward Neural Network to Solve Partial Differential Equations in Hyperbolic-Transport Problems

 Eduardo Abreu and João B. Florindo, A Study on a Feedforward Neural Network to Solve Partial Differential Equations in Hyperbolic-Transport Problems. 

In: Lecture Notes in Computer Science.31 ed.: Springer International Publishing (2021) p. 398-411. 

LINK: https://link.springer.com/10.1007/978-3-030-77964-1_31 

Keywords: Neural network, Partial differential equation, Transport models, Numerical approximation methods for PDEs, pproximation of entropy solutions.