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Deep Neural Networks with Spectral Activation Functions: Applications to Numerical PDEs

Year: 2026

Type: article

Source: Communications in Computational Physics

DOI: 10.4208/cicp.oa-2025-0162

Authors: Sheng Chen, Tao Tang, Tong Wang

Institutions: Beijing Normal University, Zhuhai, Nanfang College Guangzhou, Beijing Normal University

Language: English

Topic: Model Reduction and Neural Networks

Subfield: Statistical and Nonlinear Physics

Field: Physics and Astronomy

Domain: Physical Sciences

Open Access status: closed

OpenAlex ID: W7225823232

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Cites: 49

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