SIAM Conference on Applications of Dynamical Systems (DS25), Denver, USA
Dr. Kamenar is co-organizing the minisymposium session, “Diverse Applications of the Koopman Operator Theory” at the SIAM Conference on Applications of Dynamical Systems (DS25), USA!
SIAM Conference on Applications of Dynamical Systems (DS25) will be held in Sheraton Denver Downtown Hotel, May 11–15, 2025, Denver, Colorado, U.S.
Minisymposium Organizers
Yoshihiko Susuki (Kyoto University, Japan)
Ervin Kamenar (Rijeka University, Croatia)
William T. Redman (Johns Hopkins University, U.S.)
Talks & Speakers
Part I:
Haruhiko Harry Asada, Massachusetts Institute of Technology, U.S.
Control Coherent Koopman Modeling with Applications to Robotics
Alireza Mohammadi, University of Michigan, Dearborn, U.S.
Koopman Modeling for Kinetostatic Protein Folding
Andrew Gibson and Xin C. Yee, University of Colorado, Colorado Springs, U.S.
Koopman Lqr Control of Nonspherical Shape Modes of a Microbubble for Biomedical Applications
Tomislav Bazina, University of Rijeka, Croatia;
Ervin Kamenar, Rijeka University, Croatia;
Maria Fonoberova, AIMdyn, Inc., U.S.;
Igor Mezic, University of California, Santa Barbara, U.S.
Koopman-Driven Grip Force Prediction Through EMG Sensing
Part II:
Antonio Navarra, Università di Bologna, Italy
Koopmanism in Climate Science abstract
Enoch Yeung, University of California, Santa Barbara, U.S.;
Yoshihiko Susuki, Kyoto University, Japan
Koopman Learning with State Functions Versus Projected Representations
William T. Redman, Johns Hopkins University, U.S.;
Dean Huang and Maria Fonoberova, AIMdyn, Inc., U.S.;
Igor Mezic, University of California, Santa Barbara, U.S.
Koopman Learning with Episodic Memory
Umesh Vaidya, Clemson University, U.S.
Trading Curse of Dimensionality with Complexity in Hamilton Jacobi Solution Using Koopman Spectrum
Minisymposium Abstract
The Koopman operator approach to modeling, discovering, controlling, and analyzing dynamical systems has a rapidly expanding range of applications, such as robotics, biology, climate science, and artificial intelligence. Significant advances in theory and numerical methods enable rapid progress in corresponding application domains. The extension of Koopman operator methods to address new application problems has also given rise to new classes of theoretical and numerical problems. This two-part mini-symposium will bring together researchers from various areas of Koopman-operator-driven research, especially in applications. Drs. Asada, Mohammatdi, Gibson, and Kamenar will present the latest advances in robotics and biological applications using Koopman operator methods. Dr. Navarra will present recent advances in climate science using Koopman operator methods. Emerging applications in artificial intelligence will be introduced by Drs. Yeung and Redman. Dr. Vadiya will present a theoretical feedback of application research in terms of optimal design. The series of talks will provide new insights into diverse application domains and motivate the framing of common themes and research approaches for developing new mathematical theorems in Koopman operator theory.