The AnyLogic Conference 2019 made clear how simulation modeling continues to empower all kinds of industries from all around the world. The exciting progress being made in machine learning and its strengthening relationship with simulation also featured strongly throughout the event. Here we have gathered the presentations for download and also posted some photos! Simulation experts and machine learning specialists from across industries assembled in Austin, Texas, April 17-18, to share their insights and demonstrate innovative ideas. With a combination of presentations, workshops, and a panel discussion, they did not disappoint.