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Author

Niklas Kühl

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Preprint Jul 2026

On the Removal of Solver-Induced Dependencies in Momentum-Weighted Interpolation for Primal and Continuous-Adjoint Flow Solvers

Momentum-Weighted Interpolation (MWI) is a key component in pressure--velocity coupling schemes on collocated cell-centered finite-volume methods for both primal and continuous adjoint formulations. In many practical implementations, MWI relies on diagonal momentum coefficients that include contributions from under-rel...

Niklas Kühl · 0 citations
Open access Aug 2026

Towards a Problem-Oriented Domain Adaptation Framework for Machine Learning

A problem-oriented framework for domain adaptation is developed through a systematic, iterative development and evaluation methodology, refined through three evaluation episodes, that provides clear, actionable guidance for researchers and practitioners seeking to employ domain adaptation techniques, even without speci...

Philipp Spitzer, Dominik Martin, Laurin Eichberger et al. · 0 citations

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