No, after submitting the self-assessment it is not possible to edit it. But a submitted self-assessment can be duplicated, thus creating a new assessment that can be edited and submitted again. Through the ‘Self-assessments’ menu at the top of the page, select the ‘Duplicate’ option for the assessment you want to copy, and you will be taken to the THEIA questionnaire in question.