Name: Suzanne/Sue Sebastopol, CA (Zone 9a) Sunset Zone 15
Datura have flowers that point upwards. They do not get a woody stem and are mostly annuals.
Brugmansia grow into tall, semi-woody to woody shrubs or trees, and the flowers hang downwards from each node along the branches.