2 papers
cs.CE2023
Boundary integrated neural networks (BINNs) for 2D elastostatic and piezoelectric problems: Theory and MATLAB code
Peijun Zhang, Chuanzeng Zhang, Yan Gu +2
In this paper, we make the first attempt to apply the boundary integrated neural networks (BINNs) for the numerical solution of two-dimensional (2D) elastostatic and piezoelectric…
math.NA2023
Boundary integrated neural networks (BINNs) for acoustic radiation and scattering
Wenzhen Qu, Yan Gu, Shengdong Zhao +1
This paper presents a novel approach called the boundary integrated neural networks (BINNs) for analyzing acoustic radiation and scattering. The method introduces fundamental solut…