Workshop: Koopman Operator Theory: Fundamentals, Approximations and Applications
Abstract
Approved for Public Release.In recent years, the development of the Koopman operator theory has seen applications in various fieldsof research, from fluid dynamics to control theory to machine learning and fundamentals of physics. The contributions to the navy mission included a study on predictability of sea ice concentration, of importance to the Northern Sea Route.In this workshop we propose to gather a relatively small (10-20 participants) number of experts in the Koopman operator theory, and its applications to selected fields. The Workshop will be conducted in an interdisciplinary setting to foster discussions on further developments and investigations on the role that this recently rediscovered object may play in theoretical and data driven research.The topics of the Workshop include role of Koopman operator theory and computation in quantum computation and climate change, as well as its application indevelopment of Artificial Intelligence frameworks.
Document Details
- Document Type
- DoD Grant Award
- Publication Date
- May 15, 2024
- Source ID
- N000142412314
Entities
People
- Igor Mezić
Organizations
- Office of Naval Research
- United States Navy
- University of California, Santa Barbara