The DOE Monterey Data Workshop 2022 is a virtual 2-day meeting to share the latest research in scientific artificial intelligence (AI) and Machine Learning (ML) in preparation for the Fall 2022 Monterey Data Conference. The Monterey Data Workshop brings together researchers from DOE national laboratories, facilities, universities, and industry to share research in scientific artificial intelligence (AI) and Machine Learning (ML).  The two primary goals of this meeting are to:

• Share best practices and cutting-edge research on scientific machine learning and broaden participation in the field
• Identify key challenges and technologies in scientific machine learning that will shape invited speakers and discussion at the Fall Monterey Data Conference, an invite-only event attended by lab leaders, leading academic and industry partners.

The workshop is designed to promote discussion and feedback. We plan to have a combination of technical talks, panel/breakout sessions, and time for informal interactions with colleagues. The meeting will be held virtually and may provide an on-site venue at Berkeley Labs if possible.