Work

Verifiable Error Bounds for Physics-Informed Neural KKL Observers

Year: 2026

Type: article

Source: IEEE Control Systems Letters

DOI: 10.1109/lcsys.2026.3706018

Authors: Hannah Berin-Costain, Zijin Wang, Jun Liu, Kirsten Morris

Institutions: University of Waterloo, University of Toronto

Topic: Model Reduction and Neural Networks

Subfield: Statistical and Nonlinear Physics

Field: Physics and Astronomy

Domain: Physical Sciences

Open Access status: closed

Funder: Natural Sciences and Engineering Research Council of Canada

OpenAlex ID: W7165576285

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Cites: 17

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