Deep Neural Networks to Recover Unknown Physical Parameters from Oscillating Time Series

Antoine Garcon, Julian Vexler, Dmitry Budker +1

Deep neural networks (DNNs) are widely used in pattern-recognition tasks for which a human comprehensible, quantitative description of the data-generating process, e.g., in the for…