9 citations · 9 across the 2 of their papers we have counts for
2 papers
math.NA2024
Transformed Physics-Informed Neural Networks for The Convection-Diffusion Equation
Jiajing Guan, Howard Elman
Singularly perturbed problems are known to have solutions with steep boundary layers that are hard to resolve numerically. Traditional numerical methods, such as Finite Difference…
math.DS2018★ 9 cited
Limits on reconstruction of dynamical networks
Jiajing Guan, Tyrus Berry, Timothy Sauer
An observability condition number is defined for physical systems modeled by network dynamics. Assuming the dynamical equations of the network are known and a noisy trajectory is o…