Simulation of Dielectric Axion Haloscopes with Deep Neural Networks: A Proof-of-Principle
Simulation of Dielectric Axion Haloscopes with Deep Neural Networks: A Proof-of-Principle
Abstract Dielectric axion haloscopes, such as the Madmax experiment, are promising concepts for the direct search for dark matter axions. A reliable simulation is a fundamental requirement for the successful realisation of the experiments. Due to the complexity of the simulations, the demands on computing resources can quickly become prohibitive. …