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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.…
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…