Search Results for author: Stefan Pollok

Found 2 papers, 1 papers with code

Magnetic Field Prediction Using Generative Adversarial Networks

1 code implementation14 Mar 2022 Stefan Pollok, Nataniel Olden-Jørgensen, Peter Stanley Jørgensen, Rasmus Bjørk

By minimizing this statistical distance, a reconstruction loss as well as physical losses, our trained generator has learned to predict the missing field values with a median reconstruction test error of 5. 14%, when a single coherent region of field points is missing, and 5. 86%, when only a few point measurements in space are available and the field measurements around are predicted.

Generative Adversarial Network

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