Abstract Background The heterogeneity of COVID-19 spread dynamics is determined by complex spatiotemporal transmission patterns at a fine scale. especially in densely populated regions. In this study. we aim to discover such fine-scale transmission patterns via deep learning. https://jalyttlers.shop/product-category/notepad/