We presented at a workshop put on by the MODE collaboration. MODE is a collaboration dedicated to applying Automatic Differentiation to detector design. Here's the website: https://mode-collaboration.github.io/#:~:text=MODE%20(for%20Machine%2Dlearning%20Optimized,in%20space%2C%20and%20in%20nuclear