Simulating responses of a full particle physics detector with high granularity is computationally very expensive. Here, the authors develop a deep generative model that is able to model a detector with millions of information channel with good performances, reducing both storage demand and CPU time.
- Baran Hashemi
- Nikolai Hartmann
- Thomas Kuhr