51 citations · 199 across the 12 of their papers we have counts for
Showing cs.CEShow all
2 papers · 1 filter
cs.CE2022★ 51 cited
Multi-Output Physics-Informed Neural Networks for Forward and Inverse PDE Problems with Uncertainties
Mingyuan Yang, John T. Foster
Physics-informed neural networks (PINNs) have recently been used to solve various computational problems which are governed by partial differential equations (PDEs). In this paper,…
cs.CE2020★ 5 cited
Deriving peridynamic influence functions for one-dimensional elastic materials with periodic microstructure
Xiao Xu, John T. Foster
The influence function in peridynamic material models has a large effect on the dynamic behavior of elastic waves and in turn can greatly effect dynamic simulations of fracture pro…