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A reduced-order model based on Gaussian process dynamical models for time-dependent parameterized partial differential equations

Year: 2026

Type: article

Source: Chaos An Interdisciplinary Journal of Nonlinear Science

DOI: 10.1063/5.0300633

Authors: Tiantian Wang, Zhen Gao, Longjiang Mu, Xiang Sun

Institutions: Ocean University of China, Laoshan Laboratory

Language: English

Topic: Model Reduction and Neural Networks

Subfield: Statistical and Nonlinear Physics

Field: Physics and Astronomy

Domain: Physical Sciences

Open Access status: closed

Funders: National Natural Science Foundation of China, Natural Science Foundation of Shandong Province, Fundamental Research Funds for the Central Universities

Awards: G3660298626, G385303407, G4503355374, G6273784918, G8007620046, G8570424650

OpenAlex ID: W7127309833

FWCI:

Cites: 31

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