Fast simulation of the LHCb electromagnetic calorimeter response using VAEs and GANs

Fedor Sergeev

PhD student at ETH Zürich (joint w/ Gunnar Rätsch)

I develop machine learning models informed with human insight for better performance, reliability, and interpretability.