In this study. a simplified transformer model is used to predict the beam waist of 1. 092 nm light coupled out from SiN-based mixed pitch gratings at various heights. The beam waists data at various heights above the grating is first compiled. https://www.unitedssports.shop/product-category/hockey-accessories-home-sharpening-consumables/