DeepXS: Fast approximation of MSSM electroweak cross sections at NLO

Sydney Otten, Krzysztof Rolbiecki, Sascha Caron +3

We present a deep learning solution to the prediction of particle production cross sections over a complicated, high-dimensional parameter space. We demonstrate the applicability b…