We presented our recent paper 'Rotor Localization and Phase Mapping of Cardiac Excitation Waves using Deep Neural Networks' at the Dynamics Days (North America) 2022 conference. The conference is a recurring meeting on chaos and nonlinear dynamics and was this year hosted by Elizabeth Cherry and Flavio Fenton from the Georgia Institute of Technology. Next to many talks on various topics from dynamical systems analysis, there were again multiple interesting talks and posters on cardiac wave dynamics. Looking forward to the next meeting!