You can add your own, it’s very simple. Select the object with the material. Select the category it should go to, hit add material and it will create a preview image and save the material.
Edit:
Yes, those extra materials are the base plane and the lights I used for the scene setup, best just copy only the BfA material swatches to a new file and it should include only the necessary materials.