Thank you very much for choosing our theme and for contacting us.
Unfortunately, Woocommerce does not provide the option to hide the Add to Cart button, if the product is out of stock. Woocommerce offers hiding out-of-stock products from the catalog instead. You can find the option in the Woocommerce > Settings > Product > Inventory.
If you have any questions please feel free to contact us.