We propose an effective and robust algorithm for identifying partial
dif...
Although Deep Learning (DL) has achieved success in complex Artificial
I...
In this paper we apply neural networks with local converging inputs (NNL...
We propose a finite difference method to solve Maxwell's equations in ti...
Aggregation equations are broadly used to model population dynamics with...
In our prior work [arXiv:2109.09316], neural network methods with inputs...
Patient similarity assessment (PSA) is pivotal to evidence-based and
per...
Inspired by the tremendous success of the self-attention mechanism in na...
The accuracy of information transmission while solving domain decomposed...
Recent research works for solving partial differential equations (PDEs) ...
A new finite difference method on irregular, locally perturbed rectangul...
Although much significant progress has been made in the research field o...
We propose robust methods to identify underlying Partial Differential
Eq...