Birgit Hillebrecht

According to our database¹, Birgit Hillebrecht authored at least 3 papers between 2022 and 2025.

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2025

Rigorous a Posteriori Error Bounds for PDE-Defined PINNs.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., January, 2025

2022

Certified machine learning: Rigorous a posteriori error bounds for PDE defined PINNs.

[BibT_eX]

[DOI]

CoRR, 2022

Certified machine learning: A posteriori error estimation for physics-informed neural networks.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2022