Search Results for author: Michael Bergmann

Found 1 papers, 0 papers with code

Multi-fidelity Gaussian process surrogate modeling for regression problems in physics

no code implementations18 Apr 2024 Kislaya Ravi, Vladyslav Fediukov, Felix Dietrich, Tobias Neckel, Fabian Buse, Michael Bergmann, Hans-Joachim Bungartz

One of the main challenges in surrogate modeling is the limited availability of data due to resource constraints associated with computationally expensive simulations.

regression

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