Add the smoked ham hock, thyme, and bay leaf.
Rinse and drain the dried split peas in a colander, checking for and removing any small stones or debris. Add the peas to the soup.
Bring to a gentle boil, then reduce the heat to maintain a simmer. Cover and cook for approximately 2 hours, stirring occasionally.