Asymptotic-Preserving Neural Networks for multiscale hyperbolic models of epidemic spread

25 June 2022

Papers citing "Asymptotic-Preserving Neural Networks for multiscale hyperbolic models of epidemic spread"

3 / 3 papers shown

Title
Structure and asymptotic preserving deep neural surrogates for uncertainty quantification in multiscale kinetic equations Wei Chen Giacomo Dimarco Lorenzo Pareschi 104 0 0 12 Jun 2025
A data augmentation strategy for deep neural networks with application to epidemic modelling Muhammad Awais Abu Sayfan Ali Giacomo Dimarco Federica Ferrarese Lorenzo Pareschi 90 0 0 28 Feb 2025
Capturing the Diffusive Behavior of the Multiscale Linear Transport Equations by Asymptotic-Preserving Convolutional DeepONets Keke Wu Xiongbin Yan Shi Jin Zheng Ma 60 6 0 28 Jun 2023