Neural Astrophysical Wind Models

DD Nguyen - arXiv preprint arXiv:2306.11666, 2023 - arxiv.org
The bulk kinematics and thermodynamics of hot supernovae-driven galactic winds is
critically dependent on both the amount of swept up cool clouds and non-spherical …

Learning COVID-19 Regional Transmission Using Universal Differential Equations in a SIR model

A Rojas-Campos, L Stelz, P Nieters - arXiv preprint arXiv:2310.16804, 2023 - arxiv.org
Highly-interconnected societies difficult to model the spread of infectious diseases such as
COVID-19. Single-region SIR models fail to account for incoming forces of infection and …