1 citations · 1 across the 3 of their papers we have counts for
3 papers
math.NA2024★ 1 cited
Spectral integrated neural networks (SINNs) for solving forward and inverse dynamic problems
Lin Qiu, Fajie Wang, Wenzhen Qu +2
This paper proposes a novel neural network framework, denoted as spectral integrated neural networks (SINNs), for resolving three-dimensional forward and inverse dynamic problems.…
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…