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EAFA: An Enhanced Adaptive Fourier Activation for Physics-Informed Neural Networks (PINNs) in Computational Mechanics

Year: 2026

Type: preprint

Source: SSRN Electronic Journal

DOI: 10.2139/ssrn.7403240

Authors: Manoj Kurukulasuriya, Kalani Ranathunga, Chanaka Batuwatta-Gamage, Charith Rathnayaka, Yuantong Gu

Institutions: Queensland University of Technology, University of the Sunshine Coast

Topic: Model Reduction and Neural Networks

Subfield: Statistical and Nonlinear Physics

Field: Physics and Astronomy

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W7207565645

Cites: 36

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