1 code implementation • 25 Oct 2023 • Adrian Rojas-Campos, Lukas Stelz, Pascal Nieters
We compared the proposed model using a simulated COVID-19 outbreak against a single-region SIR and a fully data-driven model composed only of a DNN.
no code implementations • 17 Feb 2023 • Shuai Han, Lukas Stelz, Horst Stoecker, Lingxiao Wang, Kai Zhou
A physics-informed neural network (PINN) embedded with the susceptible-infected-removed (SIR) model is devised to understand the temporal evolution dynamics of infectious diseases.
