LENNs: Locally Enhanced Neural Networks for High-Fidelity Modeling in Solid Mechanics

Zhihong Lai, Luyang Zhao, Qian Shao

Despite prior advances in PINNs, significant challenges remain in localized solid mechanics problems because of the limitations of single network formulations in simultaneous resol…